Optimal RoPE extension via Bayesian Optimization for training-free length generalization - Xinrong Zhang; Shengding Hu; Weilin Zhao; Huadong Wang; Xu Han; Chaoqun He; Guoyang Zeng; Zhiyuan Liu; Maosong Sun (AI Open, 2025)

Tool Learning with Foundation Models - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding; Ganqu Cui; Zheni Zeng; Xuanhe Zhou; Yufei Huang; Chaojun Xiao; Chi Han; Yi R. Fung; et al. (ACM Comput. Surv., 2025)

ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models - Chenyang Song; Xu Han; Zhengyan Zhang; Shengding Hu; Xiyu Shi; Kuai Li; Chen Chen; Zhiyuan Liu; Guangli Li; Tao Yang; Maosong Sun (Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025, 2025)

Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips - Yingfa Chen; Chenlong Hu; Cong Feng; Chenyang Song; Shi Yu; Xu Han; Zhiyuan Liu; Maosong Sun (Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025, 2025)

Chinese Computational Linguistics - 23rd China National Conference, CCL 2024, Taiyuan, China, July 25-28, 2024, Proceedings - Maosong Sun; Jiye Liang; Xianpei Han; Zhiyuan Liu; Yulan He; Gaoqi Rao; Yubo Chen; Zhiliang Tian (Springer, 2025)

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models - You Li; Heyu Huang; Chi Chen; Kaiyu Huang; Chao Huang; Zonghao Guo; Zhiyuan Liu; Jinan Xu; Yuhua Li; Ruixuan Li; Maosong Sun (CoRR, 2025)

ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation - Xuanle Zhao; Xianzhen Luo; Qi Shi; Chi Chen; Shuo Wang; Wanxiang Che; Zhiyuan Liu; Maosong Sun (CoRR, 2025)

Value Compass Leaderboard: A Platform for Fundamental and Validated Evaluation of LLMs Values - Jing Yao; Xiaoyuan Yi; Shitong Duan; Jindong Wang; Yuzhuo Bai; Muhua Huang; Peng Zhang; Tun Lu; Zhicheng Dou; Maosong Sun; Xing Xie (CoRR, 2025)

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents - Zhili Cheng; Yuge Tu; Ran Li; Shiqi Dai; Jinyi Hu; Shengding Hu; Jiahao Li; Yang Shi; Tianyu Yu; Weize Chen; Lei Shi; Maosong Sun (CoRR, 2025)

Process Reinforcement through Implicit Rewards - Ganqu Cui; Lifan Yuan; Zefan Wang; Hanbin Wang; Wendi Li; Bingxiang He; Yuchen Fan; Tianyu Yu; Qixin Xu; Weize Chen; Jiarui Yuan; Huayu Chen; et al. (CoRR, 2025)

Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering - Shuzheng Si; Haozhe Zhao; Gang Chen; Cheng Gao; Yuzhuo Bai; Zhitong Wang; Kaikai An; Kangyang Luo; Chen Qian; Fanchao Qi; Baobao Chang; Maosong Sun (CoRR, 2025)

CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages - Shangda Wu; Zhancheng Guo; Ruibin Yuan; Junyan Jiang; Seungheon Doh; Gus Xia; Juhan Nam; Xiaobing Li; Feng Yu; Maosong Sun (CoRR, 2025)

Exploring the Small World of Word Embeddings: A Comparative Study on Conceptual Spaces from LLMs of Different Scales - Zhu Liu; Ying Liu; Kangyang Luo; Cunliang Kong; Maosong Sun (CoRR, 2025)

GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion - Kangyang Luo; Yuzhuo Bai; Cheng Gao; Shuzheng Si; Yingli Shen; Zhu Liu; Zhitong Wang; Cunliang Kong; Wenhao Li; Yufei Huang; Ye Tian; Xuantang Xiong; et al. (CoRR, 2025)

DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection - Yingli Shen; Wen Lai; Shuo Wang; Xueren Zhang; Kangyang Luo; Alexander Fraser; Maosong Sun (CoRR, 2025)

APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs - Yuxiang Huang; Mingye Li; Xu Han; Chaojun Xiao; Weilin Zhao; Sun Ao; Hao Zhou; Jie Zhou; Zhiyuan Liu; Maosong Sun (CoRR, 2025)

Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search - Yifan Ji; Zhipeng Xu; Zhenghao Liu; Yukun Yan; Shi Yu; Yishan Li; Zhiyuan Liu; Yu Gu; Ge Yu; Maosong Sun (CoRR, 2025)

TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators - Jianling Li; Shangzhan Li; Zhenye Gao; Qi Shi; Yuxuan Li; Zefan Wang; Jiacheng Huang; Haojie Wang; Jianrong Wang; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2025)

FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling - Weilin Zhao; Tengyu Pan; Xu Han; Yudi Zhang; Ao Sun; Yuxiang Huang; Kaihuo Zhang; Weilun Zhao; Yuxuan Li; Jianyong Wang; Zhiyuan Liu; Maosong Sun (CoRR, 2025)

PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning - Pengcheng Huang; Zhenghao Liu; Yukun Yan; Xiaoyuan Yi; Hao Chen; Zhiyuan Liu; Maosong Sun; Tong Xiao; Ge Yu; Chenyan Xiong (CoRR, 2025)

Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts - Zhenghao Liu; Xingsheng Zhu; Tianshuo Zhou; Xinyi Zhang; Xiaoyuan Yi; Yukun Yan; Yu Gu; Ge Yu; Maosong Sun (CoRR, 2025)

HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization - Zhenghao Liu; Haolan Wang; Xinze Li; Qiushi Xiong; Xiaocui Yang; Yu Gu; Yukun Yan; Qi Shi; Fangfang Li; Ge Yu; Maosong Sun (CoRR, 2025)

NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms - Yashan Wang; Shangda Wu; Jianhuai Hu; Xingjian Du; Yueqi Peng; Yongxin Huang; Shuai Fan; Xiaobing Li; Feng Yu; Maosong Sun (CoRR, 2025)

AgentRM: Enhancing Agent Generalization with Reward Modeling - Yu Xia; Jingru Fan; Weize Chen; Siyu Yan; Xin Cong; Zhong Zhang; Yaxi Lu; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2025)

Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models - Shuliang Liu; Xinze Li; Zhenghao Liu; Yukun Yan; Cheng Yang; Zheni Zeng; Zhiyuan Liu; Maosong Sun; Ge Yu (CoRR, 2025)

Learning to Generate Structured Output with Schema Reinforcement Learning - Yaxi Lu; Haolun Li; Xin Cong; Zhong Zhang; Yesai Wu; Yankai Lin; Zhiyuan Liu; Fangming Liu; Maosong Sun (CoRR, 2025)

CPT: Colorful Prompt Tuning for pre-trained vision-language models - Yuan Yao; Ao Zhang; Zhengyan Zhang; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (AI Open, 2024)

Relation-aware deep neural network enables more efficient biomedical knowledge acquisition from massive literature - Chenyang Song; Zheni Zeng; Changyao Tian; Kuai Li; Yuan Yao; Suncong Zheng; Zhiyuan Liu; Maosong Sun (AI Open, 2024)

Generating chord progression from melody with flexible harmonic rhythm and controllable harmonic density - Shangda Wu; Yue Yang; Zhaowen Wang; Xiaobing Li; Maosong Sun (EURASIP J. Audio Speech Music. Process., 2024)

Correction to: Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu; Yasheng Wang; Xin Jiang; Maosong Sun (Mach. Intell. Res., 2024)

Hyperbolic Pre-Trained Language Model - Weize Chen; Xu Han; Yankai Lin; Kaichen He; Ruobing Xie; Jie Zhou; Zhiyuan Liu; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning - Yujia Qin; Xiaozhi Wang; Yusheng Su; Yankai Lin; Ning Ding; Jing Yi; Weize Chen; Zhiyuan Liu; Juanzi Li; Lei Hou; Peng Li; Maosong Sun; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Exploring Format Consistency for Instruction Tuning - Shihao Liang; Runchu Tian; Kunlun Zhu; Yujia Qin; Huadong Wang; Xin Cong; Zhiyuan Liu; Xiaojiang Liu; Maosong Sun (Trans. Mach. Learn. Res., 2024)

Personality-affected Emotion Generation in Dialog Systems - Zhiyuan Wen; Jiannong Cao; Jiaxing Shen; Ruosong Yang; Shuaiqi Liu; Maosong Sun (ACM Trans. Inf. Syst., 2024)

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents - Cheng Qian; Bingxiang He; Zhong Zhuang; Jia Deng; Yujia Qin; Xin Cong; Zhong Zhang; Jie Zhou; Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems - Chaoqun He; Renjie Luo; Yuzhuo Bai; Shengding Hu; Zhen Leng Thai; Junhao Shen; Jinyi Hu; Xu Han; Yujie Huang; Yuxiang Zhang; Jie Liu; Lei Qi; et al. (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

DebugBench: Evaluating Debugging Capability of Large Language Models - Runchu Tian; Yining Ye; Yujia Qin; Xin Cong; Yankai Lin; Yinxu Pan; Yesai Wu; Haotian Hui; Weichuan Liu; Zhiyuan Liu; Maosong Sun (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

Experiential Co-Learning of Software-Developing Agents - Chen Qian; Yufan Dang; Jiahao Li; Wei Liu; Zihao Xie; Yifei Wang; Weize Chen; Cheng Yang; Xin Cong; Xiaoyin Che; Zhiyuan Liu; Maosong Sun (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection - Yufei Huang; Xu Han; Maosong Sun (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models - Fuwen Luo; Chi Chen; Zihao Wan; Zhaolu Kang; Qidong Yan; Yingjie Li; Xiaolong Wang; Siyu Wang; Ziyue Wang; Xiaoyue Mi; Peng Li; Ning Ma; et al. (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models - Zhicheng Guo; Sijie Cheng; Hao Wang; Shihao Liang; Yujia Qin; Peng Li; Zhiyuan Liu; Maosong Sun; Yang Liu (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages - Yuanchi Zhang; Yile Wang; Zijun Liu; Shuo Wang; Xiaolong Wang; Peng Li; Maosong Sun; Yang Liu (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion - Ziyue Wang; Chi Chen; Yiqi Zhu; Fuwen Luo; Peng Li; Ming Yan; Ji Zhang; Fei Huang; Maosong Sun; Yang Liu (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

Model Composition for Multimodal Large Language Models - Chi Chen; Yiyang Du; Zheng Fang; Ziyue Wang; Fuwen Luo; Peng Li; Ming Yan; Ji Zhang; Fei Huang; Maosong Sun; Yang Liu (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization - Zhiyu Yang; Zihan Zhou; Shuo Wang; Xin Cong; Xu Han; Yukun Yan; Zhenghao Liu; Zhixing Tan; Pengyuan Liu; Dong Yu; Zhiyuan Liu; Xiaodong Shi; et al. (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset - Haoyu Wang; Shuo Wang; Yukun Yan; Xujia Wang; Zhiyu Yang; Yuzhuang Xu; Zhenghao Liu; Liner Yang; Ning Ding; Xu Han; Zhiyuan Liu; Maosong Sun (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks - Hanqing Wang; Bowen Ping; Shuo Wang; Xu Han; Yun Chen; Zhiyuan Liu; Maosong Sun (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics - Zhu Liu; Cunliang Kong; Ying Liu; Maosong Sun (Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024)

ChatDev: Communicative Agents for Software Development - Chen Qian; Wei Liu; Hongzhang Liu; Nuo Chen; Yufan Dang; Jiahao Li; Cheng Yang; Weize Chen; Yusheng Su; Xin Cong; Juyuan Xu; Dahai Li; et al. (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

ınftyBench: Extending Long Context Evaluation Beyond 100K Tokens - Xinrong Zhang; Yingfa Chen; Shengding Hu; Zihang Xu; Junhao Chen; Moo Khai Hao; Xu Han; Zhen Leng Thai; Shuo Wang; Zhiyuan Liu; Maosong Sun (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models - Xiaolong Wang; Yile Wang; Yuanchi Zhang; Fuwen Luo; Peng Li; Maosong Sun; Yang Liu (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024, 2024)

Empowering Private Tutoring by Chaining Large Language Models - Yulin Chen; Ning Ding; Hai-Tao Zheng; Zhiyuan Liu; Maosong Sun; Bowen Zhou (Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, 2024)

Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training - Chaojun Xiao; Yutao Sun; Yuan Yao; Xu Han; Wenbin Zhang; Zhiyuan Liu; Maosong Sun (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

Robust and Scalable Model Editing for Large Language Models - Yingfa Chen; Zhengyan Zhang; Xu Han; Chaojun Xiao; Zhiyuan Liu; Chen Chen; Kuai Li; Tao Yang; Maosong Sun (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback - Tianyu Yu; Yuan Yao; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu; Hai-Tao Zheng; Maosong Sun (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024, 2024)

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models - Ranchi Zhao; Zhen Leng Thai; Yifan Zhang; Shengding Hu; Jie Zhou; Yunqi Ba; Jie Cai; Zhiyuan Liu; Maosong Sun (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment - Yiju Guo; Ganqu Cui; Lifan Yuan; Ning Ding; Zexu Sun; Bowen Sun; Huimin Chen; Ruobing Xie; Jie Zhou; Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs - Cheng Gao; Chaojun Xiao; Zhenghao Liu; Huimin Chen; Zhiyuan Liu; Maosong Sun (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication - Weize Chen; Chenfei Yuan; Jiarui Yuan; Yusheng Su; Chen Qian; Cheng Yang; Ruobing Xie; Zhiyuan Liu; Maosong Sun (Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 2024)

Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models - Xinrong Zhang; Yingfa Chen; Shengding Hu; Xu Han; Zihang Xu; Yuanwei Xu; Weilin Zhao; Maosong Sun; Zhiyuan Liu (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding - Weilin Zhao; Yuxiang Huang; Xu Han; Wang Xu; Chaojun Xiao; Xinrong Zhang; Yewei Fang; Kaihuo Zhang; Zhiyuan Liu; Maosong Sun (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Label Dependencies-Aware Set Prediction Networks for Multi-Label Text Classification - Xinkai Du; Quanjie Han; Yalin Sun; Chao Lv; Maosong Sun (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors - Weize Chen; Yusheng Su; Jingwei Zuo; Cheng Yang; Chenfei Yuan; Chi-Min Chan; Heyang Yu; Yaxi Lu; Yi-Hsin Hung; Chen Qian; Yujia Qin; Xin Cong; et al. (The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024)

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages - Jinyi Hu; Yuan Yao; Chongyi Wang; Shan Wang; Yinxu Pan; Qianyu Chen; Tianyu Yu; Hanghao Wu; Yue Zhao; Haoye Zhang; Xu Han; Yankai Lin; et al. (The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024)

Predicting Emergent Abilities with Infinite Resolution Evaluation - Shengding Hu; Xin Liu; Xu Han; Xinrong Zhang; Chaoqun He; Weilin Zhao; Yankai Lin; Ning Ding; Zebin Ou; Guoyang Zeng; Zhiyuan Liu; Maosong Sun (The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024)

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs - Yujia Qin; Shihao Liang; Yining Ye; Kunlun Zhu; Lan Yan; Yaxi Lu; Yankai Lin; Xin Cong; Xiangru Tang; Bill Qian; Sihan Zhao; Lauren Hong; et al. (The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024)

ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback - Ganqu Cui; Lifan Yuan; Ning Ding; Guanming Yao; Bingxiang He; Wei Zhu; Yuan Ni; Guotong Xie; Ruobing Xie; Yankai Lin; Zhiyuan Liu; Maosong Sun (Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024, 2024)

Exploring the Benefit of Activation Sparsity in Pre-training - Zhengyan Zhang; Chaojun Xiao; Qiujieli Qin; Yankai Lin; Zhiyuan Zeng; Xu Han; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Jie Zhou (Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024, 2024)

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models - Xinpeng Wang; Shitong Duan; Xiaoyuan Yi; Jing Yao; Shanlin Zhou; Zhihua Wei; Peng Zhang; Dongkuan Xu; Maosong Sun; Xing Xie (Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI 2024, Jeju, South Korea, August 3-9, 2024, 2024)

MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing - Shangda Wu; Yashan Wang; Xiaobing Li; Feng Yu; Maosong Sun (Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024, 2024)

Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models - Xin Li; Weize Chen; Qizhi Chu; Haopeng Li; Zhaojun Sun; Ran Li; Chen Qian; Yiwei Wei; Chuan Shi; Zhiyuan Liu; Maosong Sun; Cheng Yang (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models - Bowen Ping; Shuo Wang; Hanqing Wang; Xu Han; Yuzhuang Xu; Yukun Yan; Yun Chen; Baobao Chang; Zhiyuan Liu; Maosong Sun (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory - Chaojun Xiao; Pengle Zhang; Xu Han; Guangxuan Xiao; Yankai Lin; Zhengyan Zhang; Zhiyuan Liu; Maosong Sun (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis - Haiyang Bian; Yixin Chen; Xiaomin Dong; Chen Li; Minsheng Hao; Sijie Chen; Jinyi Hu; Maosong Sun; Lei Wei; Xuegong Zhang (Research in Computational Molecular Biology - 28th Annual International Conference, RECOMB 2024, Cambridge, MA, USA, April 29 - May 2, 2024, Proceedings, 2024)

DebugBench: Evaluating Debugging Capability of Large Language Models - Runchu Tian; Yining Ye; Yujia Qin; Xin Cong; Yankai Lin; Yinxu Pan; Yesai Wu; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution - Cheng Qian; Shihao Liang; Yujia Qin; Yining Ye; Xin Cong; Yankai Lin; Yesai Wu; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

UniMem: Towards a Unified View of Long-Context Large Language Models - Junjie Fang; Likai Tang; Hongzhe Bi; Yujia Qin; Si Sun; Zhenyu Li; Haolun Li; Yongjian Li; Xin Cong; Yukun Yan; Xiaodong Shi; Sen Song; et al. (CoRR, 2024)

ReLU\(^2\) Wins: Discovering Efficient Activation Functions for Sparse LLMs - Zhengyan Zhang; Yixin Song; Guanghui Yu; Xu Han; Yankai Lin; Chaojun Xiao; Chenyang Song; Zhiyuan Liu; Zeyu Mi; Maosong Sun (CoRR, 2024)

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset - Haoyu Wang; Shuo Wang; Yukun Yan; Xujia Wang; Zhiyu Yang; Yuzhuang Xu; Zhenghao Liu; Liner Yang; Ning Ding; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory - Chaojun Xiao; Pengle Zhang; Xu Han; Guangxuan Xiao; Yankai Lin; Zhengyan Zhang; Zhiyuan Liu; Song Han; Maosong Sun (CoRR, 2024)

Exploring Perceptual Limitation of Multimodal Large Language Models - Jiarui Zhang; Jinyi Hu; Mahyar Khayatkhoei; Filip Ilievski; Maosong Sun (CoRR, 2024)

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents - Cheng Qian; Bingxiang He; Zhong Zhuang; Jia Deng; Yujia Qin; Xin Cong; Zhong Zhang; Jie Zhou; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization - Zhiyu Yang; Zihan Zhou; Shuo Wang; Xin Cong; Xu Han; Yukun Yan; Zhenghao Liu; Zhixing Tan; Pengyuan Liu; Dong Yu; Zhiyuan Liu; Xiaodong Shi; et al. (CoRR, 2024)

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks - Hanqing Wang; Bowen Ping; Shuo Wang; Xu Han; Yun Chen; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Browse and Concentrate: Comprehending Multimodal Content via prior-LLM Context Fusion - Ziyue Wang; Chi Chen; Yiqi Zhu; Fuwen Luo; Peng Li; Ming Yan; Ji Zhang; Fei Huang; Maosong Sun; Yang Liu (CoRR, 2024)

Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages - Yuanchi Zhang; Yile Wang; Zijun Liu; Shuo Wang; Xiaolong Wang; Peng Li; Maosong Sun; Yang Liu (CoRR, 2024)

Model Composition for Multimodal Large Language Models - Chi Chen; Yiyang Du; Zheng Fang; Ziyue Wang; Fuwen Luo; Peng Li; Ming Yan; Ji Zhang; Fei Huang; Maosong Sun; Yang Liu (CoRR, 2024)

ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models - Chenyang Song; Xu Han; Zhengyan Zhang; Shengding Hu; Xiyu Shi; Kuai Li; Chen Chen; Zhiyuan Liu; Guangli Li; Tao Yang; Maosong Sun (CoRR, 2024)

OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models - Yang Liu; Meng Xu; Shuo Wang; Liner Yang; Haoyu Wang; Zhenghao Liu; Cunliang Kong; Yun Chen; Yang Liu; Maosong Sun; Erhong Yang (CoRR, 2024)

CODIS: Benchmarking Context-Dependent Visual Comprehension for Multimodal Large Language Models - Fuwen Luo; Chi Chen; Zihao Wan; Zhaolu Kang; Qidong Yan; Yingjie Li; Xiaolong Wang; Siyu Wang; Ziyue Wang; Xiaoyue Mi; Peng Li; Ning Ma; et al. (CoRR, 2024)

\(∞\)Bench: Extending Long Context Evaluation Beyond 100K Tokens - Xinrong Zhang; Yingfa Chen; Shengding Hu; Zihang Xu; Junhao Chen; Moo Khai Hao; Xu Han; Zhen Leng Thai; Shuo Wang; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Ouroboros: Speculative Decoding with Large Model Enhanced Drafting - Weilin Zhao; Yuxiang Huang; Xu Han; Chaojun Xiao; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems - Chaoqun He; Renjie Luo; Yuzhuo Bai; Shengding Hu; Zhen Leng Thai; Junhao Shen; Jinyi Hu; Xu Han; Yujie Huang; Yuxiang Zhang; Jie Liu; Lei Qi; et al. (CoRR, 2024)

Unified View of Grokking, Double Descent and Emergent Abilities: A Perspective from Circuits Competition - Yufei Huang; Shengding Hu; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Cross-domain Chinese Sentence Pattern Parsing - Jingsi Yu; Cunliang Kong; Liner Yang; Meishan Zhang; Lin Zhu; Yujie Wang; Haozhe Lin; Maosong Sun; Erhong Yang (CoRR, 2024)

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation - Qinyu Luo; Yining Ye; Shihao Liang; Zhong Zhang; Yujia Qin; Yaxi Lu; Yesai Wu; Xin Cong; Yankai Lin; Yingli Zhang; Xiaoyin Che; Zhiyuan Liu; et al. (CoRR, 2024)

Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models - Xiaolong Wang; Yile Wang; Yuanchi Zhang; Fuwen Luo; Peng Li; Maosong Sun; Yang Liu (CoRR, 2024)

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication - Weize Chen; Chenfei Yuan; Jiarui Yuan; Yusheng Su; Chen Qian; Cheng Yang; Ruobing Xie; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment - Yiju Guo; Ganqu Cui; Lifan Yuan; Ning Ding; Jiexin Wang; Huimin Chen; Bowen Sun; Ruobing Xie; Jie Zhou; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Beyond Language Models: Byte Models are Digital World Simulators - Shangda Wu; Xu Tan; Zili Wang; Rui Wang; Xiaobing Li; Maosong Sun (CoRR, 2024)

Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics - Zhu Liu; Cunliang Kong; Ying Liu; Maosong Sun (CoRR, 2024)

On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models - Xinpeng Wang; Shitong Duan; Xiaoyuan Yi; Jing Yao; Shanlin Zhou; Zhihua Wei; Peng Zhang; Dongkuan Xu; Maosong Sun; Xing Xie (CoRR, 2024)

StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models - Zhicheng Guo; Sijie Cheng; Hao Wang; Shihao Liang; Yujia Qin; Peng Li; Zhiyuan Liu; Maosong Sun; Yang Liu (CoRR, 2024)

Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models - Ning Ding; Yulin Chen; Ganqu Cui; Xingtai Lv; Weilin Zhao; Ruobing Xie; Bowen Zhou; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences - Sun Ao; Weilin Zhao; Xu Han; Cheng Yang; Zhiyuan Liu; Chuan Shi; Maosong Sun; Shengnan Wang; Teng Su (CoRR, 2024)

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images - Ruyi Xu; Yuan Yao; Zonghao Guo; Junbo Cui; Zanlin Ni; Chunjiang Ge; Tat-Seng Chua; Zhiyuan Liu; Maosong Sun; Gao Huang (CoRR, 2024)

Robust and Scalable Model Editing for Large Language Models - Yingfa Chen; Zhengyan Zhang; Xu Han; Chaojun Xiao; Zhiyuan Liu; Chen Chen; Kuai Li; Tao Yang; Maosong Sun (CoRR, 2024)

Advancing LLM Reasoning Generalists with Preference Trees - Lifan Yuan; Ganqu Cui; Hanbin Wang; Ning Ding; Xingyao Wang; Jia Deng; Boji Shan; Huimin Chen; Ruobing Xie; Yankai Lin; Zhenghao Liu; Bowen Zhou; et al. (CoRR, 2024)

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies - Shengding Hu; Yuge Tu; Xu Han; Chaoqun He; Ganqu Cui; Xiang Long; Zhi Zheng; Yewei Fang; Yuxiang Huang; Weilin Zhao; Xinrong Zhang; Zhen Leng Thai; et al. (CoRR, 2024)

Personality-affected Emotion Generation in Dialog Systems - Zhiyuan Wen; Jiannong Cao; Jiaxing Shen; Ruosong Yang; Shuaiqi Liu; Maosong Sun (CoRR, 2024)

UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs - Chaoqun He; Renjie Luo; Shengding Hu; Yuanqian Zhao; Jie Zhou; Hanghao Wu; Jiajie Zhang; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches - Pablo Biedma; Xiaoyuan Yi; Linus Huang; Maosong Sun; Xing Xie (CoRR, 2024)

LEGENT: Open Platform for Embodied Agents - Zhili Cheng; Zhitong Wang; Jinyi Hu; Shengding Hu; An Liu; Yuge Tu; Pengkai Li; Lei Shi; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Iterative Experience Refinement of Software-Developing Agents - Chen Qian; Jiahao Li; Yufan Dang; Wei Liu; Yifei Wang; Zihao Xie; Weize Chen; Cheng Yang; Yingli Zhang; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness - Tianyu Yu; Haoye Zhang; Yuan Yao; Yunkai Dang; Da Chen; Xiaoman Lu; Ganqu Cui; Taiwen He; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (CoRR, 2024)

Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training - Ao Sun; Weilin Zhao; Xu Han; Cheng Yang; Zhiyuan Liu; Chuan Shi; Maosong Sun (CoRR, 2024)

Scaling Large-Language-Model-based Multi-Agent Collaboration - Chen Qian; Zihao Xie; Yifei Wang; Wei Liu; Yufan Dang; Zhuoyun Du; Weize Chen; Cheng Yang; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models - Bowen Ping; Shuo Wang; Hanqing Wang; Xu Han; Yuzhuang Xu; Yukun Yan; Yun Chen; Baobao Chang; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

GUICourse: From General Vision Language Models to Versatile GUI Agents - Wentong Chen; Junbo Cui; Jinyi Hu; Yujia Qin; Junjie Fang; Yue Zhao; Chongyi Wang; Jun Liu; Guirong Chen; Yupeng Huo; Yuan Yao; Yankai Lin; et al. (CoRR, 2024)

Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity - Bingxiang He; Ning Ding; Cheng Qian; Jia Deng; Ganqu Cui; Lifan Yuan; Huan-ang Gao; Huimin Chen; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Scaling Efficient Masked Autoencoder Learning on Large Remote Sensing Dataset - Fengxiang Wang; Hongzhen Wang; Di Wang; Zonghao Guo; Zhenyu Zhong; Long Lan; Jing Zhang; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models - Xinrong Zhang; Yingfa Chen; Shengding Hu; Xu Han; Zihang Xu; Yuanwei Xu; Weilin Zhao; Maosong Sun; Zhiyuan Liu (CoRR, 2024)

MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing - Shangda Wu; Yashan Wang; Xiaobing Li; Feng Yu; Maosong Sun (CoRR, 2024)

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence - Weize Chen; Ziming You; Ran Li; Yitong Guan; Chen Qian; Chenyang Zhao; Cheng Yang; Ruobing Xie; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly - Junhao Chen; Shengding Hu; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

PersLLM: A Personified Training Approach for Large Language Models - Zheni Zeng; Jiayi Chen; Huimin Chen; Yukun Yan; Yuxuan Chen; Zhenghao Liu; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework - Kunlun Zhu; Yifan Luo; Dingling Xu; Ruobing Wang; Shi Yu; Shuo Wang; Yukun Yan; Zhenghao Liu; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

MiniCPM-V: A GPT-4V Level MLLM on Your Phone - Yuan Yao; Tianyu Yu; Ao Zhang; Chongyi Wang; Junbo Cui; Hongji Zhu; Tianchi Cai; Haoyu Li; Weilin Zhao; Zhihui He; Qianyu Chen; Huarong Zhou; et al. (CoRR, 2024)

FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection - Yufei Huang; Xu Han; Maosong Sun (CoRR, 2024)

Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slip Scripts - Yingfa Chen; Chenlong Hu; Cong Feng; Chenyang Song; Shi Yu; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Configurable Foundation Models: Building LLMs from a Modular Perspective - Chaojun Xiao; Zhengyan Zhang; Chenyang Song; Dazhi Jiang; Feng Yao; Xu Han; Xiaozhi Wang; Shuo Wang; Yufei Huang; Guanyu Lin; Yingfa Chen; Weilin Zhao; et al. (CoRR, 2024)

From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents - Jifan Yu; Zheyuan Zhang; Daniel Zhang-li; Shangqing Tu; Zhanxin Hao; Rui Miao Li; Haoxuan Li; Yuanchun Wang; Hanming Li; Linlu Gong; Jie Cao; Jiayin Lin; et al. (CoRR, 2024)

Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models - Xin Li; Weize Chen; Qizhi Chu; Haopeng Li; Zhaojun Sun; Ran Li; Chen Qian; Yiwei Wei; Zhiyuan Liu; Chuan Shi; Maosong Sun; Cheng Yang (CoRR, 2024)

Exploring the Benefit of Activation Sparsity in Pre-training - Zhengyan Zhang; Chaojun Xiao; Qiujieli Qin; Yankai Lin; Zhiyuan Zeng; Xu Han; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Jie Zhou (CoRR, 2024)

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models - Ranchi Zhao; Zhen Leng Thai; Yifan Zhang; Shengding Hu; Yunqi Ba; Jie Zhou; Jie Cai; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs - Cheng Gao; Chaojun Xiao; Zhenghao Liu; Huimin Chen; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling - Yingfa Chen; Xinrong Zhang; Shengding Hu; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System - Weize Chen; Jiarui Yuan; Chen Qian; Cheng Yang; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation - Ruobing Wang; Daren Zha; Shi Yu; Qingfei Zhao; Yuxuan Chen; Yixuan Wang; Shuo Wang; Yukun Yan; Zhenghao Liu; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

LLM10761MapReduce: Simplified Long-Sequence Processing using Large Language Models - Zihan Zhou; Chong Li; Xinyi Chen; Shuo Wang; Yu Chao; Zhili Li; Haoyu Wang; Rongqiao An; Qi Shi; Zhixing Tan; Xu Han; Xiaodong Shi; et al. (CoRR, 2024)

VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents - Shi Yu; Chaoyue Tang; Bokai Xu; Junbo Cui; Junhao Ran; Yukun Yan; Zhenghao Liu; Shuo Wang; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance - Yaxi Lu; Shenzhi Yang; Cheng Qian; Guirong Chen; Qinyu Luo; Yesai Wu; Huadong Wang; Xin Cong; Zhong Zhang; Yankai Lin; Weiwen Liu; Yasheng Wang; et al. (CoRR, 2024)

CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models - Shangda Wu; Yashan Wang; Ruibin Yuan; Zhancheng Guo; Xu Tan; Ge Zhang; Monan Zhou; Jing Chen; Xuefeng Mu; Yuejie Gao; Yuanliang Dong; Jiafeng Liu; et al. (CoRR, 2024)

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards - Xinze Li; Sen Mei; Zhenghao Liu; Yukun Yan; Shuo Wang; Shi Yu; Zheni Zeng; Hao Chen; Ge Yu; Zhiyuan Liu; Maosong Sun; Chenyan Xiong (CoRR, 2024)

Selecting Influential Samples for Long Context Alignment via Homologous Models' Guidance and Contextual Awareness Measurement - Shuzheng Si; Haozhe Zhao; Gang Chen; Yunshui Li; Kangyang Luo; Chuancheng Lv; Kaikai An; Fanchao Qi; Baobao Chang; Maosong Sun (CoRR, 2024)

Exploring Tokenization Methods for Multitrack Sheet Music Generation - Yashan Wang; Shangda Wu; Xingjian Du; Maosong Sun (CoRR, 2024)

Sparsing Law: Towards Large Language Models with Greater Activation Sparsity - Yuqi Luo; Chenyang Song; Xu Han; Yingfa Chen; Chaojun Xiao; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding - Junming Lin; Zheng Fang; Chi Chen; Zihao Wan; Fuwen Luo; Peng Li; Yang Liu; Maosong Sun (CoRR, 2024)

WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models - Shengda Fan; Xin Cong; Yuepeng Fu; Zhong Zhang; Shuyan Zhang; Yuanwei Liu; Yesai Wu; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance - Haozhe Zhao; Shuzheng Si; Liang Chen; Yichi Zhang; Maosong Sun; Mingjia Zhang; Baobao Chang (CoRR, 2024)

KBAlign: Efficient Self Adaptation on Specific Knowledge Bases - Zheni Zeng; Yuxuan Chen; Shi Yu; Yukun Yan; Zhenghao Liu; Shuo Wang; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Crosslinguistic Case Study of Supplementary Adverbs - Zhu Liu; Cunliang Kong; Ying Liu; Maosong Sun (CoRR, 2024)

Densing Law of LLMs - Chaojun Xiao; Jie Cai; Weilin Zhao; Guoyang Zeng; Biyuan Lin; Jie Zhou; Zhi Zheng; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2024)

ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer - Jinyi Hu; Shengding Hu; Yuxuan Song; Yufei Huang; Mingxuan Wang; Hao Zhou; Zhiyuan Liu; Wei-Ying Ma; Maosong Sun (CoRR, 2024)

LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer - Yipeng Zhang; Yifan Liu; Zonghao Guo; Yidan Zhang; Xuesong Yang; Chi Chen; Jun Song; Bo Zheng; Yuan Yao; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (CoRR, 2024)

Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation - Xinkai Du; Quanjie Han; Chao Lv; Yan Liu; Yalin Sun; Hao Shu; Hongbo Shan; Maosong Sun (CoRR, 2024)

AdaDS: Adaptive data selection for accelerating pre-trained language model knowledge distillation - Qinhong Zhou; Peng Li; Yang Liu; Yuyang Guan; Qizhou Xing; Ming Chen; Maosong Sun; Yang Liu (AI Open, 2023)

UPRec: User-aware Pre-training for sequential Recommendation - Chaojun Xiao; Ruobing Xie; Yuan Yao; Zhiyuan Liu; Maosong Sun; Xu Zhang; Leyu Lin (AI Open, 2023)

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu; Yasheng Wang; Xin Jiang; Maosong Sun (Mach. Intell. Res., 2023)

Parameter-efficient fine-tuning of large-scale pre-trained language models - Ning Ding; Yujia Qin; Guang Yang; Fuchao Wei; Zonghan Yang; Yusheng Su; Shengding Hu; Yulin Chen; Chi-Min Chan; Weize Chen; Jing Yi; Weilin Zhao; et al. (Nat. Mac. Intell., 2023)

Sub-Character Tokenization for Chinese Pretrained Language Models - Chenglei Si; Zhengyan Zhang; Yingfa Chen; Fanchao Qi; Xiaozhi Wang; Zhiyuan Liu; Yasheng Wang; Qun Liu; Maosong Sun (Trans. Assoc. Comput. Linguistics, 2023)

Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training - Biru Zhu; Ganqu Cui; Yangyi Chen; Yujia Qin; Lifan Yuan; Chong Fu; Yangdong Deng; Zhiyuan Liu; Maosong Sun; Ming Gu (Trans. Assoc. Comput. Linguistics, 2023)

CCOM-HuQin: An Annotated Multimodal Chinese Fiddle Performance Dataset - Yu Zhang; Ziya Zhou; Xiaobing Li; Feng Yu; Maosong Sun (Trans. Int. Soc. Music. Inf. Retr., 2023)

Full-Scale Information Diffusion Prediction With Reinforced Recurrent Networks - Cheng Yang; Hao Wang; Jian Tang; Chuan Shi; Maosong Sun; Ganqu Cui; Zhiyuan Liu (IEEE Trans. Neural Networks Learn. Syst., 2023)

Visually Grounded Commonsense Knowledge Acquisition - Yuan Yao; Tianyu Yu; Ao Zhang; Mengdi Li; Ruobing Xie; Cornelius Weber; Zhiyuan Liu; Hai-Tao Zheng; Stefan Wermter; Tat-Seng Chua; Maosong Sun (Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023)

Lingxi: A Diversity-aware Chinese Modern Poetry Generation System - Xinran Zhang; Maosong Sun; Jiafeng Liu; Xiaobing Li (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, ACL 2023, Toronto, Canada, July 10-12, 2023, 2023)

Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer - Xingtai Lv; Ning Ding; Yujia Qin; Zhiyuan Liu; Maosong Sun (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models - Shengding Hu; Ning Ding; Weilin Zhao; Xingtai Lv; Zhen Zhang; Zhiyuan Liu; Maosong Sun (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, ACL 2023, Toronto, Canada, July 10-12, 2023, 2023)

Emergent Modularity in Pre-trained Transformers - Zhengyan Zhang; Zhiyuan Zeng; Yankai Lin; Chaojun Xiao; Xiaozhi Wang; Xu Han; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Won't Get Fooled Again: Answering Questions with False Premises - Shengding Hu; Yifan Luo; Huadong Wang; Xingyi Cheng; Zhiyuan Liu; Maosong Sun (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Continual Knowledge Distillation for Neural Machine Translation - Yuanchi Zhang; Peng Li; Maosong Sun; Yang Liu (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises - Chenglei Si; Zhengyan Zhang; Yingfa Chen; Xiaozhi Wang; Zhiyuan Liu; Maosong Sun (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Weakly Supervised Vision-and-Language Pre-training with Relative Representations - Chi Chen; Peng Li; Maosong Sun; Yang Liu (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

WebCPM: Interactive Web Search for Chinese Long-form Question Answering - Yujia Qin; Zihan Cai; Dian Jin; Lan Yan; Shihao Liang; Kunlun Zhu; Yankai Lin; Xu Han; Ning Ding; Huadong Wang; Ruobing Xie; Fanchao Qi; et al. (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework - Yangyi Chen; Hongcheng Gao; Ganqu Cui; Lifan Yuan; Dehan Kong; Hanlu Wu; Ning Shi; Bo Yuan; Longtao Huang; Hui Xue; Zhiyuan Liu; Maosong Sun; et al. (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning - Weize Chen; Xu Han; Yankai Lin; Zhiyuan Liu; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Plug-and-Play Knowledge Injection for Pre-trained Language Models - Zhengyan Zhang; Zhiyuan Zeng; Yankai Lin; Huadong Wang; Deming Ye; Chaojun Xiao; Xu Han; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Recyclable Tuning for Continual Pre-training - Yujia Qin; Cheng Qian; Xu Han; Yankai Lin; Huadong Wang; Ruobing Xie; Zhiyuan Liu; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Decoder Tuning: Efficient Language Understanding as Decoding - Ganqu Cui; Wentao Li; Ning Ding; Longtao Huang; Zhiyuan Liu; Maosong Sun (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation - Xuancheng Huang; Zijun Liu; Peng Li; Tao Li; Maosong Sun; Yang Liu (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Plug-and-Play Document Modules for Pre-trained Models - Chaojun Xiao; Zhengyan Zhang; Xu Han; Chi-Min Chan; Yankai Lin; Zhiyuan Liu; Xiangyang Li; Zhonghua Li; Zhao Cao; Maosong Sun (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

MUSER: A Multi-View Similar Case Retrieval Dataset - Qingquan Li; Yiran Hu; Feng Yao; Chaojun Xiao; Zhiyuan Liu; Maosong Sun; Weixing Shen (Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, 2023)

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations - Ning Ding; Yulin Chen; Bokai Xu; Yujia Qin; Shengding Hu; Zhiyuan Liu; Maosong Sun; Bowen Zhou (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Sparse Low-rank Adaptation of Pre-trained Language Models - Ning Ding; Xingtai Lv; Qiaosen Wang; Yulin Chen; Bowen Zhou; Zhiyuan Liu; Maosong Sun (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT - Biru Zhu; Lifan Yuan; Ganqu Cui; Yangyi Chen; Chong Fu; Bingxiang He; Yangdong Deng; Zhiyuan Liu; Maosong Sun; Ming Gu (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules - Chaojun Xiao; Yuqi Luo; Wenbin Zhang; Pengle Zhang; Xu Han; Yankai Lin; Zhengyan Zhang; Ruobing Xie; Zhiyuan Liu; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Self-Knowledge Guided Retrieval Augmentation for Large Language Models - Yile Wang; Peng Li; Maosong Sun; Yang Liu (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models - Weize Chen; Xiaoyue Xu; Xu Han; Yankai Lin; Ruobing Xie; Zhiyuan Liu; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation - Kaiyu Huang; Peng Li; Junpeng Liu; Maosong Sun; Yang Liu (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Exploring the Impact of Model Scaling on Parameter-Efficient Tuning - Yusheng Su; Chi-Min Chan; Jiali Cheng; Yujia Qin; Yankai Lin; Shengding Hu; Zonghan Yang; Ning Ding; Xingzhi Sun; Guotong Xie; Zhiyuan Liu; Maosong Sun (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

TunesFormer: Forming Irish Tunes with Control Codes by Bar Patching - Shangda Wu; Xiaobing Li; Feng Yu; Maosong Sun (Proceedings of the 2nd Workshop on Human-Centric Music Information Retrieval 2023 co-located with the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), Milan, Italy, November 10, 2023, 2023)

Chord-Conditioned Melody Harmonization With Controllable Harmonicity - Shangda Wu; Xiaobing Li; Maosong Sun (IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023)

CLaMP: Contrastive Language-Music Pre-Training for Cross-Modal Symbolic Music Information Retrieval - Shangda Wu; Dingyao Yu; Xu Tan; Maosong Sun (Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023, 2023)

C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models - Yuzhen Huang; Yuzhuo Bai; Zhihao Zhu; Junlei Zhang; Jinghan Zhang; Tangjun Su; Junteng Liu; Chuancheng Lv; Yikai Zhang; Jiayi Lei; Yao Fu; Maosong Sun; et al. (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training - Yuzhong Wang; Xu Han; Weilin Zhao; Guoyang Zeng; Zhiyuan Liu; Maosong Sun (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations - Lifan Yuan; Yangyi Chen; Ganqu Cui; Hongcheng Gao; Fangyuan Zou; Xingyi Cheng; Heng Ji; Zhiyuan Liu; Maosong Sun (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

Improve the Diversity and Novelty for Open-Ended Neural Text Generation via Inverse Probability Weighting - Xinran Zhang; Maosong Sun; Jiafeng Liu; Xiaobing Li (Natural Language Processing and Chinese Computing - 12th National CCF Conference, NLPCC 2023, Foshan, China, October 12-15, 2023, Proceedings, Part I, 2023)

Chinese Computational Linguistics - 22nd China National Conference, CCL 2023, Harbin, China, August 3-5, 2023, Proceedings - Maosong Sun; Bing Qin; Xipeng Qiu; Jing Jiang; Xianpei Han; Gaoqi Rao; Yubo Chen (Springer, 2023)

CCOM-HuQin: an Annotated Multimodal Chinese Fiddle Performance Dataset (Version 2.0) - Yu Zhang; Ziya Zhou; Xiaobing Li; Feng Yu; Maosong Sun (Zenodo, 2023)
Accessed on YYYY-MM-DD.

TunesFormer: Forming Tunes with Control Codes - Shangda Wu; Maosong Sun (CoRR, 2023)

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises - Chenglei Si; Zhengyan Zhang; Yingfa Chen; Xiaozhi Wang; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Tool Learning with Foundation Models - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding; Ganqu Cui; Zheni Zeng; Yufei Huang; Chaojun Xiao; Chi Han; Yi Ren Fung; Yusheng Su; et al. (CoRR, 2023)

CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval - Shangda Wu; Dingyao Yu; Xu Tan; Maosong Sun (CoRR, 2023)

UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models - Deming Ye; Yankai Lin; Zhengyan Zhang; Maosong Sun (CoRR, 2023)

WebCPM: Interactive Web Search for Chinese Long-form Question Answering - Yujia Qin; Zihan Cai; Dian Jin; Lan Yan; Shihao Liang; Kunlun Zhu; Yankai Lin; Xu Han; Ning Ding; Huadong Wang; Ruobing Xie; Fanchao Qi; et al. (CoRR, 2023)

C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models - Yuzhen Huang; Yuzhuo Bai; Zhihao Zhu; Junlei Zhang; Jinghan Zhang; Tangjun Su; Junteng Liu; Chuancheng Lv; Yikai Zhang; Jiayi Lei; Yao Fu; Maosong Sun; et al. (CoRR, 2023)

Recyclable Tuning for Continual Pre-training - Yujia Qin; Cheng Qian; Xu Han; Yankai Lin; Huadong Wang; Ruobing Xie; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2023)

Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots - Jinyi Hu; Xu Han; Xiaoyuan Yi; Yutong Chen; Wenhao Li; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations - Ning Ding; Yulin Chen; Bokai Xu; Yujia Qin; Zhi Zheng; Shengding Hu; Zhiyuan Liu; Maosong Sun; Bowen Zhou (CoRR, 2023)

Weakly Supervised Vision-and-Language Pre-training with Relative Representations - Chi Chen; Peng Li; Maosong Sun; Yang Liu (CoRR, 2023)

Plug-and-Play Document Modules for Pre-trained Models - Chaojun Xiao; Zhengyan Zhang; Xu Han; Chi-Min Chan; Yankai Lin; Zhiyuan Liu; Xiangyang Li; Zhonghua Li; Zhao Cao; Maosong Sun (CoRR, 2023)

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning - Weize Chen; Xu Han; Yankai Lin; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2023)

Plug-and-Play Knowledge Injection for Pre-trained Language Models - Zhengyan Zhang; Zhiyuan Zeng; Yankai Lin; Huadong Wang; Deming Ye; Chaojun Xiao; Xu Han; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2023)

Emergent Modularity in Pre-trained Transformers - Zhengyan Zhang; Zhiyuan Zeng; Yankai Lin; Chaojun Xiao; Xiaozhi Wang; Xu Han; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Jie Zhou (CoRR, 2023)

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework - Yangyi Chen; Hongcheng Gao; Ganqu Cui; Lifan Yuan; Dehan Kong; Hanlu Wu; Ning Shi; Bo Yuan; Longtao Huang; Hui Xue; Zhiyuan Liu; Maosong Sun; et al. (CoRR, 2023)

Arbitrary Few Parameters are Good Enough for Adapting Large-scale Pre-trained Language Models - Yusheng Su; Chi-Min Chan; Jiali Cheng; Yujia Qin; Yankai Lin; Shengding Hu; Zonghan Yang; Ning Ding; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations - Lifan Yuan; Yangyi Chen; Ganqu Cui; Hongcheng Gao; Fangyuan Zou; Xingyi Cheng; Heng Ji; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Interactive Molecular Discovery with Natural Language - Zheni Zeng; Bangchen Yin; Shipeng Wang; Jiarui Liu; Cheng Yang; Haishen Yao; Xingzhi Sun; Maosong Sun; Guotong Xie; Zhiyuan Liu (CoRR, 2023)

Won't Get Fooled Again: Answering Questions with False Premises - Shengding Hu; Yifan Luo; Huadong Wang; Xingyi Cheng; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models - Shengding Hu; Ning Ding; Weilin Zhao; Xingtai Lv; Zhen Zhang; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

CPET: Effective Parameter-Efficient Tuning for Compressed Large Language Models - Weilin Zhao; Yuxiang Huang; Xu Han; Zhiyuan Liu; Zhengyan Zhang; Maosong Sun (CoRR, 2023)

Communicative Agents for Software Development - Chen Qian; Xin Cong; Cheng Yang; Weize Chen; Yusheng Su; Juyuan Xu; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Exploring Format Consistency for Instruction Tuning - Shihao Liang; Kunlun Zhu; Runchu Tian; Yujia Qin; Huadong Wang; Xin Cong; Zhiyuan Liu; Xiaojiang Liu; Maosong Sun (CoRR, 2023)

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs - Yujia Qin; Shihao Liang; Yining Ye; Kunlun Zhu; Lan Yan; Yaxi Lu; Yankai Lin; Xin Cong; Xiangru Tang; Bill Qian; Sihan Zhao; Runchu Tian; et al. (CoRR, 2023)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents - Weize Chen; Yusheng Su; Jingwei Zuo; Cheng Yang; Chenfei Yuan; Chen Qian; Chi-Min Chan; Yujia Qin; Yaxi Lu; Ruobing Xie; Zhiyuan Liu; Maosong Sun; et al. (CoRR, 2023)

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages - Jinyi Hu; Yuan Yao; Chongyi Wang; Shan Wang; Yinxu Pan; Qianyu Chen; Tianyu Yu; Hanghao Wu; Yue Zhao; Haoye Zhang; Xu Han; Yankai Lin; et al. (CoRR, 2023)

Large Language Model as Autonomous Decision Maker - Yining Ye; Xin Cong; Yujia Qin; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models - Chi Chen; Ruoyu Qin; Fuwen Luo; Xiaoyue Mi; Peng Li; Maosong Sun; Yang Liu (CoRR, 2023)

Empowering Private Tutoring by Chaining Large Language Models - Yulin Chen; Ning Ding; Hai-Tao Zheng; Zhiyuan Liu; Maosong Sun; Bowen Zhou (CoRR, 2023)

QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation - Kunlun Zhu; Shihao Liang; Xu Han; Zhi Zheng; Guoyang Zeng; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

ConPET: Continual Parameter-Efficient Tuning for Large Language Models - Chenyang Song; Xu Han; Zheni Zeng; Kuai Li; Chen Chen; Zhiyuan Liu; Maosong Sun; Tao Yang (CoRR, 2023)

Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants - Tianyu Yu; Jinyi Hu; Yuan Yao; Haoye Zhang; Yue Zhao; Chongyi Wang; Shan Wang; Yinxv Pan; Jiao Xue; Dahai Li; Zhiyuan Liu; Hai-Tao Zheng; et al. (CoRR, 2023)

UltraFeedback: Boosting Language Models with High-quality Feedback - Ganqu Cui; Lifan Yuan; Ning Ding; Guanming Yao; Wei Zhu; Yuan Ni; Guotong Xie; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Unlock Predictable Scaling from Emergent Abilities - Shengding Hu; Xin Liu; Xu Han; Xinrong Zhang; Chaoqun He; Weilin Zhao; Yankai Lin; Ning Ding; Zebin Ou; Guoyang Zeng; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Self-Knowledge Guided Retrieval Augmentation for Large Language Models - Yile Wang; Peng Li; Maosong Sun; Yang Liu (CoRR, 2023)

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models - Weize Chen; Xiaoyue Xu; Xu Han; Yankai Lin; Ruobing Xie; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2023)

MUSER: A Multi-View Similar Case Retrieval Dataset - Qingquan Li; Yiran Hu; Feng Yao; Chaojun Xiao; Zhiyuan Liu; Maosong Sun; Weixing Shen (CoRR, 2023)

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules - Chaojun Xiao; Yuqi Luo; Wenbin Zhang; Pengle Zhang; Xu Han; Yankai Lin; Zhengyan Zhang; Ruobing Xie; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2023)

ProAgent: From Robotic Process Automation to Agentic Process Automation - Yining Ye; Xin Cong; Shizuo Tian; Jiannan Cao; Hao Wang; Yujia Qin; Yaxi Lu; Heyang Yu; Huadong Wang; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

Sparse Low-rank Adaptation of Pre-trained Language Models - Ning Ding; Xingtai Lv; Qiaosen Wang; Yulin Chen; Bowen Zhou; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback - Tianyu Yu; Yuan Yao; Haoye Zhang; Taiwen He; Yifeng Han; Ganqu Cui; Jinyi Hu; Zhiyuan Liu; Hai-Tao Zheng; Maosong Sun; Tat-Seng Chua (CoRR, 2023)

Experiential Co-Learning of Software-Developing Agents - Chen Qian; Yufan Dang; Jiahao Li; Wei Liu; Weize Chen; Cheng Yang; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension - Bohan Lyu; Xin Cong; Heyang Yu; Pan Yang; Yujia Qin; Yining Ye; Yaxi Lu; Zhong Zhang; Yukun Yan; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2023)

PTR: Prompt Tuning with Rules for Text Classification - Xu Han; Weilin Zhao; Ning Ding; Zhiyuan Liu; Maosong Sun (AI Open, 2022)

Influence of musical elements on the perception of 'Chinese style' in music - Yu Zhang; Ziya Zhou; Maosong Sun (Cogn. Comput. Syst., 2022)

Data augmentation for low-resource languages NMT guided by constrained sampling - Mieradilijiang Maimaiti; Yang Liu; Huanbo Luan; Maosong Sun (Int. J. Intell. Syst., 2022)

Dynamic Multi-Branch Layers for On-Device Neural Machine Translation - Zhixing Tan; Zeyuan Yang; Meng Zhang; Qun Liu; Maosong Sun; Yang Liu (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

COSINE: Compressive Network Embedding on Large-Scale Information Networks - Zhengyan Zhang; Cheng Yang; Zhiyuan Liu; Maosong Sun; Zhichong Fang; Bo Zhang; Leyu Lin (IEEE Trans. Knowl. Data Eng., 2022)

A Unified Understanding of Deep NLP Models for Text Classification - Zhen Li; Xiting Wang; Weikai Yang; Jing Wu; Zhengyan Zhang; Zhiyuan Liu; Maosong Sun; Hui Zhang; Shixia Liu (IEEE Trans. Vis. Comput. Graph., 2022)

OpenPrompt: An Open-source Framework for Prompt-learning - Ning Ding; Shengding Hu; Weilin Zhao; Yulin Chen; Zhiyuan Liu; Haitao Zheng; Maosong Sun (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, ACL 2022 - System Demonstrations, Dublin, Ireland, May 22-27, 2022, 2022)

Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention - Yining Ye; Fanchao Qi; Zhiyuan Liu; Maosong Sun (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference - Changzai Pan; Maosong Sun; Ke Deng (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information - Fanchao Qi; Chuancheng Lv; Zhiyuan Liu; Xiaojun Meng; Maosong Sun; Hai-Tao Zheng (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset - Feng Yao; Chaojun Xiao; Xiaozhi Wang; Zhiyuan Liu; Lei Hou; Cunchao Tu; Juanzi Li; Yun Liu; Weixing Shen; Maosong Sun (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

BMInf: An Efficient Toolkit for Big Model Inference and Tuning - Xu Han; Guoyang Zeng; Weilin Zhao; Zhiyuan Liu; Zhengyan Zhang; Jie Zhou; Jun Zhang; Jia Chao; Maosong Sun (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, ACL 2022 - System Demonstrations, Dublin, Ireland, May 22-27, 2022, 2022)

QuoteR: A Benchmark of Quote Recommendation for Writing - Fanchao Qi; Yanhui Yang; Jing Yi; Zhili Cheng; Zhiyuan Liu; Maosong Sun (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models - Deming Ye; Yankai Lin; Peng Li; Maosong Sun; Zhiyuan Liu (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts - Zhengyan Zhang; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification - Shengding Hu; Ning Ding; Huadong Wang; Zhiyuan Liu; Jingang Wang; Juanzi Li; Wei Wu; Maosong Sun (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages - Xu Han; Yuqi Luo; Weize Chen; Zhiyuan Liu; Maosong Sun; Botong Zhou; Fei Hao; Suncong Zheng (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

ELLE: Efficient Lifelong Pre-training for Emerging Data - Yujia Qin; Jiajie Zhang; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Prompt Tuning for Discriminative Pre-trained Language Models - Yuan Yao; Bowen Dong; Ao Zhang; Zhengyan Zhang; Ruobing Xie; Zhiyuan Liu; Leyu Lin; Maosong Sun; Jianyong Wang (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Packed Levitated Marker for Entity and Relation Extraction - Deming Ye; Yankai Lin; Peng Li; Maosong Sun (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models - Biru Zhu; Yujia Qin; Fanchao Qi; Yangdong Deng; Zhiyuan Liu; Maosong Sun; Ming Gu (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Fully Hyperbolic Neural Networks - Weize Chen; Xu Han; Yankai Lin; Hexu Zhao; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models - Zichun Yu; Tianyu Gao; Zhengyan Zhang; Yankai Lin; Zhiyuan Liu; Maosong Sun; Jie Zhou (Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, 2022)

Fine-Grained Scene Graph Generation with Data Transfer - Ao Zhang; Yuan Yao; Qianyu Chen; Wei Ji; Zhiyuan Liu; Maosong Sun; Tat-Seng Chua (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part XXVII, 2022)

BMCook: A Task-agnostic Compression Toolkit for Big Models - Zhengyan Zhang; Baitao Gong; Yingfa Chen; Xu Han; Guoyang Zeng; Weilin Zhao; Yanxu Chen; Zhiyuan Liu; Maosong Sun (Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 - System Demonstrations, Abu Dhabi, UAE, December 7-11, 2022, 2022)

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning - Jing Yi; Weize Chen; Yujia Qin; Yankai Lin; Ning Ding; Xu Han; Zhiyuan Liu; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

A Template-based Method for Constrained Neural Machine Translation - Shuo Wang; Peng Li; Zhixing Tan; Zhaopeng Tu; Maosong Sun; Yang Liu (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation - Jinyi Hu; Xiaoyuan Yi; Wenhao Li; Maosong Sun; Xing Xie (Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Exploring Mode Connectivity for Pre-trained Language Models - Yujia Qin; Cheng Qian; Jing Yi; Weize Chen; Yankai Lin; Xu Han; Zhiyuan Liu; Maosong Sun; Jie Zhou (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

FPT: Improving Prompt Tuning Efficiency via Progressive Training - Yufei Huang; Yujia Qin; Huadong Wang; Yichun Yin; Maosong Sun; Zhiyuan Liu; Qun Liu (Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching - Chi Chen; Peng Li; Maosong Sun; Yang Liu (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention - Wenhao Li; Xiaoyuan Yi; Jinyi Hu; Maosong Sun; Xing Xie (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models - Yuan Yao; Qianyu Chen; Ao Zhang; Wei Ji; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks - Yangyi Chen; Fanchao Qi; Hongcheng Gao; Zhiyuan Liu; Maosong Sun (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP - Yangyi Chen; Hongcheng Gao; Ganqu Cui; Fanchao Qi; Longtao Huang; Zhiyuan Liu; Maosong Sun (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Symphony Generation with Permutation Invariant Language Model - Jiafeng Liu; Yuanliang Dong; Zehua Cheng; Xinran Zhang; Xiaobing Li; Feng Yu; Maosong Sun (Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022, 2022)

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation - Jinyi Hu; Xiaoyuan Yi; Wenhao Li; Maosong Sun; Xing Xie (Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

Knowledge Inheritance for Pre-trained Language Models - Yujia Qin; Yankai Lin; Jing Yi; Jiajie Zhang; Xu Han; Zhengyan Zhang; Yusheng Su; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

On Transferability of Prompt Tuning for Natural Language Processing - Yusheng Su; Xiaozhi Wang; Yujia Qin; Chi-Min Chan; Yankai Lin; Huadong Wang; Kaiyue Wen; Zhiyuan Liu; Peng Li; Juanzi Li; Lei Hou; Maosong Sun; et al. (Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks - Ganqu Cui; Lifan Yuan; Bingxiang He; Yangyi Chen; Zhiyuan Liu; Maosong Sun (Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022)

Sparse Structure Search for Delta Tuning - Shengding Hu; Zhen Zhang; Ning Ding; Yadao Wang; Yasheng Wang; Zhiyuan Liu; Maosong Sun (Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022)

Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models - Biru Zhu; Yujia Qin; Ganqu Cui; Yangyi Chen; Weilin Zhao; Chong Fu; Yangdong Deng; Zhiyuan Liu; Jingang Wang; Wei Wu; Maosong Sun; Ming Gu (Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022)

Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy - 7th China Conference, CCKS 2022, Qinhuangdao, China, August 24-27, 2022, Revised Selected Papers - Maosong Sun; Guilin Qi; Kang Liu; Jiadong Ren; Bin Xu; Yansong Feng; Yongbin Liu; Yubo Chen (Springer, 2022)

Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Nanchang, China, October 14-16, 2022, Proceedings - Maosong Sun; Yang Liu; Wanxiang Che; Yang Feng; Xipeng Qiu; Gaoqi Rao; Yubo Chen (Springer, 2022)

weibo_senti_100k and THUCNews - Maosong Sun (IEEE DataPort, 2022)
Accessed on YYYY-MM-DD.

Chord-Conditioned Melody Choralization with Controllable Harmonicity and Polyphonicity - Shangda Wu; Xiaobing Li; Maosong Sun (CoRR, 2022)

QuoteR: A Benchmark of Quote Recommendation for Writing - Fanchao Qi; Yanhui Yang; Jing Yi; Zhili Cheng; Zhiyuan Liu; Maosong Sun (CoRR, 2022)

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models - Deming Ye; Yankai Lin; Peng Li; Maosong Sun; Zhiyuan Liu (CoRR, 2022)

ELLE: Efficient Lifelong Pre-training for Emerging Data - Yujia Qin; Jiajie Zhang; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2022)

Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models - Ning Ding; Yujia Qin; Guang Yang; Fuchao Wei; Zonghan Yang; Yusheng Su; Shengding Hu; Yulin Chen; Chi-Min Chan; Weize Chen; Jing Yi; Weilin Zhao; et al. (CoRR, 2022)

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information - Fanchao Qi; Chuancheng Lv; Zhiyuan Liu; Xiaojun Meng; Maosong Sun; Hai-Tao Zheng (CoRR, 2022)

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset - Feng Yao; Chaojun Xiao; Xiaozhi Wang; Zhiyuan Liu; Lei Hou; Cunchao Tu; Juanzi Li; Yun Liu; Weixing Shen; Maosong Sun (CoRR, 2022)

Fine-Grained Scene Graph Generation with Data Transfer - Ao Zhang; Yuan Yao; Qianyu Chen; Wei Ji; Zhiyuan Liu; Maosong Sun; Tat-Seng Chua (CoRR, 2022)

Symphony Generation with Permutation Invariant Language Model - Jiafeng Liu; Yuanliang Dong; Zehua Cheng; Xinran Zhang; Xiaobing Li; Feng Yu; Maosong Sun (CoRR, 2022)

Sampling with Attribute-Related Information for Controlling Language Models - Shangda Wu; Maosong Sun (CoRR, 2022)

Prompt Tuning for Discriminative Pre-trained Language Models - Yuan Yao; Bowen Dong; Ao Zhang; Zhengyan Zhang; Ruobing Xie; Zhiyuan Liu; Leyu Lin; Maosong Sun; Jianyong Wang (CoRR, 2022)

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models - Yuan Yao; Qianyu Chen; Ao Zhang; Wei Ji; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (CoRR, 2022)

A Template-based Method for Constrained Neural Machine Translation - Shuo Wang; Peng Li; Zhixing Tan; Zhaopeng Tu; Maosong Sun; Yang Liu (CoRR, 2022)

Sparse Structure Search for Parameter-Efficient Tuning - Shengding Hu; Zhen Zhang; Ning Ding; Yadao Wang; Yasheng Wang; Zhiyuan Liu; Maosong Sun (CoRR, 2022)

A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks - Ganqu Cui; Lifan Yuan; Bingxiang He; Yangyi Chen; Zhiyuan Liu; Maosong Sun (CoRR, 2022)

A Unified Understanding of Deep NLP Models for Text Classification - Zhen Li; Xiting Wang; Weikai Yang; Jing Wu; Zhengyan Zhang; Zhiyuan Liu; Maosong Sun; Hui Zhang; Shixia Liu (CoRR, 2022)

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation - Jinyi Hu; Xiaoyuan Yi; Wenhao Li; Maosong Sun; Xing Xie (CoRR, 2022)

CCOM-HuQin: an Annotated Multimodal Chinese Fiddle Performance Dataset - Yu Zhang; Ziya Zhou; Xiaobing Li; Feng Yu; Maosong Sun (CoRR, 2022)

Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models - Zichun Yu; Tianyu Gao; Zhengyan Zhang; Yankai Lin; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2022)

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP - Yangyi Chen; Hongcheng Gao; Ganqu Cui; Fanchao Qi; Longtao Huang; Zhiyuan Liu; Maosong Sun (CoRR, 2022)

Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation - Jinyi Hu; Xiaoyuan Yi; Wenhao Li; Maosong Sun; Xing Xie (CoRR, 2022)

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning - Jing Yi; Weize Chen; Yujia Qin; Yankai Lin; Ning Ding; Xu Han; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2022)

Exploring Mode Connectivity for Pre-trained Language Models - Yujia Qin; Cheng Qian; Jing Yi; Weize Chen; Yankai Lin; Xu Han; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2022)

FPT: Improving Prompt Tuning Efficiency via Progressive Training - Yufei Huang; Yujia Qin; Huadong Wang; Yichun Yin; Maosong Sun; Zhiyuan Liu; Qun Liu (CoRR, 2022)

Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention - Wenhao Li; Xiaoyuan Yi; Jinyi Hu; Maosong Sun; Xing Xie (CoRR, 2022)

Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task - Shangda Wu; Maosong Sun (CoRR, 2022)

Visually Grounded Commonsense Knowledge Acquisition - Yuan Yao; Tianyu Yu; Ao Zhang; Mengdi Li; Ruobing Xie; Cornelius Weber; Zhiyuan Liu; Haitao Zheng; Stefan Wermter; Tat-Seng Chua; Maosong Sun (CoRR, 2022)

Decoder Tuning: Efficient Language Understanding as Decoding - Ganqu Cui; Wentao Li; Ning Ding; Longtao Huang; Zhiyuan Liu; Maosong Sun (CoRR, 2022)

Continually Learning from Existing Models: Knowledge Accumulation for Neural Machine Translation - Yuanchi Zhang; Peng Li; Maosong Sun; Yang Liu (CoRR, 2022)

Prompt Gating: A Parameter Efficient Tuning Method for Zero-Shot Multi-Source Translation - Xuancheng Huang; Zijun Liu; Peng Li; Maosong Sun; Yang Liu (CoRR, 2022)

Network Embedding: Theories, Methods, and Applications - Cheng Yang; Zhiyuan Liu; Cunchao Tu; Chuan Shi; Maosong Sun (Morgan & Claypool Publishers, 2021)

Know what you don't need: Single-Shot Meta-Pruning for attention heads - Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu; Qun Liu; Maosong Sun (AI Open, 2021)

Lawformer: A pre-trained language model for Chinese legal long documents - Chaojun Xiao; Xueyu Hu; Zhiyuan Liu; Cunchao Tu; Maosong Sun (AI Open, 2021)

CPM: A large-scale generative Chinese Pre-trained language model - Zhengyan Zhang; Xu Han; Hao Zhou; Pei Ke; Yuxian Gu; Deming Ye; Yujia Qin; Yusheng Su; Haozhe Ji; Jian Guan; Fanchao Qi; Xiaozhi Wang; et al. (AI Open, 2021)

CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models - Yusheng Su; Xu Han; Zhengyan Zhang; Yankai Lin; Peng Li; Zhiyuan Liu; Jie Zhou; Maosong Sun (AI Open, 2021)

Towards a universal continuous knowledge base - Gang Chen; Maosong Sun; Yang Liu (AI Open, 2021)

CPM-2: Large-scale cost-effective pre-trained language models - Zhengyan Zhang; Yuxian Gu; Xu Han; Shengqi Chen; Chaojun Xiao; Zhenbo Sun; Yuan Yao; Fanchao Qi; Jian Guan; Pei Ke; Yanzheng Cai; Guoyang Zeng; et al. (AI Open, 2021)

Sememe knowledge computation: a review of recent advances in application and expansion of sememe knowledge bases - Fanchao Qi; Ruobing Xie; Yuan Zang; Zhiyuan Liu; Maosong Sun (Frontiers Comput. Sci., 2021)

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect - Zheni Zeng; Chaojun Xiao; Yuan Yao; Ruobing Xie; Zhiyuan Liu; Fen Lin; Leyu Lin; Maosong Sun (Frontiers Big Data, 2021)

From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science - Huimin Chen; Cheng Yang; Xuanming Zhang; Zhiyuan Liu; Maosong Sun; Jianbin Jin (J. Soc. Comput., 2021)

Improving Data Augmentation for Low-Resource NMT Guided by POS-Tagging and Paraphrase Embedding - Mieradilijiang Maimaiti; Yang Liu; Huanbo Luan; Zegao Pan; Maosong Sun (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Learning to Generate Explainable Plots for Neural Story Generation - Gang Chen; Yang Liu; Huanbo Luan; Meng Zhang; Qun Liu; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Neural Machine Translation With Explicit Phrase Alignment - Jiacheng Zhang; Huanbo Luan; Maosong Sun; Feifei Zhai; Jingfang Xu; Yang Liu (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models - YuSheng Su; Xu Han; Yankai Lin; Zhengyan Zhang; Zhiyuan Liu; Peng Li; Jie Zhou; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Country Image in COVID-19 Pandemic: A Case Study of China - Huimin Chen; Zeyu Zhu; Fanchao Qi; Yining Ye; Zhiyuan Liu; Maosong Sun; Jianbin Jin (IEEE Trans. Big Data, 2021)

Neural Diffusion Model for Microscopic Cascade Study - Cheng Yang; Maosong Sun; Haoran Liu; Shiyi Han; Zhiyuan Liu; Huanbo Luan (IEEE Trans. Knowl. Data Eng., 2021)

CED: Credible Early Detection of Social Media Rumors - Changhe Song; Cheng Yang; Huimin Chen; Cunchao Tu; Zhiyuan Liu; Maosong Sun (IEEE Trans. Knowl. Data Eng., 2021)

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework - Huimin Chen; Yankai Lin; Fanchao Qi; Jinyi Hu; Peng Li; Jie Zhou; Maosong Sun (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Adversarial Language Games for Advanced Natural Language Intelligence - Yuan Yao; Haoxi Zhong; Zhengyan Zhang; Xu Han; Xiaozhi Wang; Kai Zhang; Chaojun Xiao; Guoyang Zeng; Zhiyuan Liu; Maosong Sun (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

OpenAttack: An Open-source Textual Adversarial Attack Toolkit - Guoyang Zeng; Fanchao Qi; Qianrui Zhou; Tingji Zhang; Zixian Ma; Bairu Hou; Yuan Zang; Zhiyuan Liu; Maosong Sun (Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL 2021 - System Demonstrations, Online, August 1-6, 2021, 2021)

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger - Fanchao Qi; Mukai Li; Yangyi Chen; Zhengyan Zhang; Zhiyuan Liu; Yasheng Wang; Maosong Sun (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction - Tianyu Gao; Xu Han; Yuzhuo Bai; Keyue Qiu; Zhiyu Xie; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning - Chenglei Si; Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu; Yasheng Wang; Qun Liu; Maosong Sun (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion - Jie Zhou; Shengding Hu; Xin Lv; Cheng Yang; Zhiyuan Liu; Wei Xu; Jie Jiang; Juanzi Li; Maosong Sun (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

Alternated Training with Synthetic and Authentic Data for Neural Machine Translation - Rui Jiao; Zonghan Yang; Maosong Sun; Yang Liu (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning - Yujia Qin; Yankai Lin; Ryuichi Takanobu; Zhiyuan Liu; Peng Li; Heng Ji; Minlie Huang; Maosong Sun; Jie Zhou (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Automatic Construction of Sememe Knowledge Bases via Dictionaries - Fanchao Qi; Yangyi Chen; Fengyu Wang; Zhiyuan Liu; Xiao Chen; Maosong Sun (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

On the Language Coverage Bias for Neural Machine Translation - Shuo Wang; Zhaopeng Tu; Zhixing Tan; Shuming Shi; Maosong Sun; Yang Liu (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

Mask-Align: Self-Supervised Neural Word Alignment - Chi Chen; Maosong Sun; Yang Liu (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution - Fanchao Qi; Yuan Yao; Sophia Xu; Zhiyuan Liu; Maosong Sun (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Transfer Learning for Sequence Generation: from Single-source to Multi-source - Xuancheng Huang; Jingfang Xu; Maosong Sun; Yang Liu (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs - Jifan Yu; Yuquan Wang; Qingyang Zhong; Gan Luo; Yiming Mao; Kai Sun; Wenzheng Feng; Wei Xu; Shulin Cao; Kaisheng Zeng; Zijun Yao; Lei Hou; et al. (CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, 2021)

Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision - Mieradilijiang Maimaiti; Yang Liu; Yuanhang Zheng; Gang Chen; Kaiyu Huang; Ji Zhang; Huanbo Luan; Maosong Sun (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Knowledge Representation Learning with Contrastive Completion Coding - Bo Ouyang; Wenbing Huang; Runfa Chen; Zhixing Tan; Yang Liu; Maosong Sun; Jihong Zhu (Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021, 2021)

Self-Supervised Quality Estimation for Machine Translation - Yuanhang Zheng; Zhixing Tan; Meng Zhang; Mieradilijiang Maimaiti; Huanbo Luan; Maosong Sun; Qun Liu; Yang Liu (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild - Yuan Yao; Jiaju Du; Yankai Lin; Peng Li; Zhiyuan Liu; Jie Zhou; Maosong Sun (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer - Fanchao Qi; Yangyi Chen; Xurui Zhang; Mukai Li; Zhiyuan Liu; Maosong Sun (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks - Fanchao Qi; Yangyi Chen; Mukai Li; Yuan Yao; Zhiyuan Liu; Maosong Sun (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Visual Distant Supervision for Scene Graph Generation - Yuan Yao; Ao Zhang; Xu Han; Mengdi Li; Cornelius Weber; Zhiyuan Liu; Stefan Wermter; Maosong Sun (2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, 2021)

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction - Zhenghao Liu; Xiaoyuan Yi; Maosong Sun; Liner Yang; Tat-Seng Chua (Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021, 2021)

Open Hierarchical Relation Extraction - Kai Zhang; Yuan Yao; Ruobing Xie; Xu Han; Zhiyuan Liu; Fen Lin; Leyu Lin; Maosong Sun (Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021, 2021)

TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference - Deming Ye; Yankai Lin; Yufei Huang; Maosong Sun (Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021, 2021)

OpenMatch: An Open Source Library for Neu-IR Research - Zhenghao Liu; Kaitao Zhang; Chenyan Xiong; Zhiyuan Liu; Maosong Sun (SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021, 2021)

Chinese Computational Linguistics - 20th China National Conference, CCL 2021, Hohhot, China, August 13-15, 2021, Proceedings - Sheng Li; Maosong Sun; Yang Liu; Hua Wu; Kang Liu; Wanxiang Che; Shizhu He; Gaoqi Rao (Springer, 2021)

Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks - Zhengyan Zhang; Guangxuan Xiao; Yongwei Li; Tian Lv; Fanchao Qi; Zhiyuan Liu; Yasheng Wang; Xin Jiang; Maosong Sun (CoRR, 2021)

Representation Learning for Natural Language Processing - Zhiyuan Liu; Yankai Lin; Maosong Sun (CoRR, 2021)

CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models - YuSheng Su; Xu Han; Yankai Lin; Zhengyan Zhang; Zhiyuan Liu; Peng Li; Maosong Sun (CoRR, 2021)

UPRec: User-Aware Pre-training for Recommender Systems - Chaojun Xiao; Ruobing Xie; Yuan Yao; Zhiyuan Liu; Maosong Sun; Xu Zhang; Leyu Lin (CoRR, 2021)

Improving Diversity of Neural Text Generation via Inverse Probability Weighting - Xinran Zhang; Maosong Sun; Jiafeng Liu; Xiaobing Li (CoRR, 2021)

Embedding Calibration for Music Semantic Similarity using Auto-regressive Transformer - Xinran Zhang; Maosong Sun; Jiafeng Liu; Xiaobing Li (CoRR, 2021)

Equality before the Law: Legal Judgment Consistency Analysis for Fairness - Yuzhong Wang; Chaojun Xiao; Shirong Ma; Haoxi Zhong; Cunchao Tu; Tianyang Zhang; Zhiyuan Liu; Maosong Sun (CoRR, 2021)

Visual Distant Supervision for Scene Graph Generation - Yuan Yao; Ao Zhang; Xu Han; Mengdi Li; Cornelius Weber; Zhiyuan Liu; Stefan Wermter; Maosong Sun (CoRR, 2021)

Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents - Chaojun Xiao; Xueyu Hu; Zhiyuan Liu; Cunchao Tu; Maosong Sun (CoRR, 2021)

Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction - Zhenghao Liu; Xiaoyuan Yi; Maosong Sun; Liner Yang; Tat-Seng Chua (CoRR, 2021)

Dynamic Multi-Branch Layers for On-Device Neural Machine Translation - Zhixing Tan; Maosong Sun; Yang Liu (CoRR, 2021)

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction - Tianyu Gao; Xu Han; Keyue Qiu; Yuzhuo Bai; Zhiyu Xie; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2021)

PTR: Prompt Tuning with Rules for Text Classification - Xu Han; Weilin Zhao; Ning Ding; Zhiyuan Liu; Maosong Sun (CoRR, 2021)

TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference - Deming Ye; Yankai Lin; Yufei Huang; Maosong Sun (CoRR, 2021)

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger - Fanchao Qi; Mukai Li; Yangyi Chen; Zhengyan Zhang; Zhiyuan Liu; Yasheng Wang; Maosong Sun (CoRR, 2021)

Automatic Construction of Sememe Knowledge Bases via Dictionaries - Fanchao Qi; Yangyi Chen; Fengyu Wang; Zhiyuan Liu; Xiao Chen; Maosong Sun (CoRR, 2021)

Knowledge Inheritance for Pre-trained Language Models - Yujia Qin; Yankai Lin; Jing Yi; Jiajie Zhang; Xu Han; Zhengyan Zhang; YuSheng Su; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2021)

Fully Hyperbolic Neural Networks - Weize Chen; Xu Han; Yankai Lin; Hexu Zhao; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2021)

Transfer Learning for Sequence Generation: from Single-source to Multi-source - Xuancheng Huang; Jingfang Xu; Maosong Sun; Yang Liu (CoRR, 2021)

SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining - Chenglei Si; Zhengyan Zhang; Yingfa Chen; Fanchao Qi; Xiaozhi Wang; Zhiyuan Liu; Maosong Sun (CoRR, 2021)

CCPM: A Chinese Classical Poetry Matching Dataset - Wenhao Li; Fanchao Qi; Maosong Sun; Xiaoyuan Yi; Jiarui Zhang (CoRR, 2021)

On the Language Coverage Bias for Neural Machine Translation - Shuo Wang; Zhaopeng Tu; Zhixing Tan; Shuming Shi; Maosong Sun; Yang Liu (CoRR, 2021)

Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution - Fanchao Qi; Yuan Yao; Sophia Xu; Zhiyuan Liu; Maosong Sun (CoRR, 2021)

Alternated Training with Synthetic and Authentic Data for Neural Machine Translation - Rui Jiao; Zonghan Yang; Maosong Sun; Yang Liu (CoRR, 2021)

CPM-2: Large-scale Cost-effective Pre-trained Language Models - Zhengyan Zhang; Yuxian Gu; Xu Han; Shengqi Chen; Chaojun Xiao; Zhenbo Sun; Yuan Yao; Fanchao Qi; Jian Guan; Pei Ke; Yanzheng Cai; Guoyang Zeng; et al. (CoRR, 2021)

Language Models are Good Translators - Shuo Wang; Zhaopeng Tu; Zhixing Tan; Wenxuan Wang; Maosong Sun; Yang Liu (CoRR, 2021)

From Symbols to Embeddings: A Tale of Two Representations in Computational Social Science - Huimin Chen; Cheng Yang; Xuanming Zhang; Zhiyuan Liu; Maosong Sun; Jianbin Jin (CoRR, 2021)

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification - Shengding Hu; Ning Ding; Huadong Wang; Zhiyuan Liu; Juanzi Li; Maosong Sun (CoRR, 2021)

Lingxi: A Diversity-aware Chinese Modern Poetry Generation System - Xinran Zhang; Maosong Sun; Jiafeng Liu; Xiaobing Li (CoRR, 2021)

Pack Together: Entity and Relation Extraction with Levitated Marker - Deming Ye; Yankai Lin; Maosong Sun (CoRR, 2021)

CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models - Yuan Yao; Ao Zhang; Zhengyan Zhang; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (CoRR, 2021)

MoEfication: Conditional Computation of Transformer Models for Efficient Inference - Zhengyan Zhang; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2021)

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer - Fanchao Qi; Yangyi Chen; Xurui Zhang; Mukai Li; Zhiyuan Liu; Maosong Sun (CoRR, 2021)

Exploring Low-dimensional Intrinsic Task Subspace via Prompt Tuning - Yujia Qin; Xiaozhi Wang; YuSheng Su; Yankai Lin; Ning Ding; Zhiyuan Liu; Juanzi Li; Lei Hou; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2021)

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks - Yangyi Chen; Fanchao Qi; Zhiyuan Liu; Maosong Sun (CoRR, 2021)

OpenPrompt: An Open-source Framework for Prompt-learning - Ning Ding; Shengding Hu; Weilin Zhao; Yulin Chen; Zhiyuan Liu; Hai-Tao Zheng; Maosong Sun (CoRR, 2021)

On Transferability of Prompt Tuning for Natural Language Understanding - YuSheng Su; Xiaozhi Wang; Yujia Qin; Chi-Min Chan; Yankai Lin; Zhiyuan Liu; Peng Li; Juanzi Li; Lei Hou; Maosong Sun; Jie Zhou (CoRR, 2021)

Melody Harmonization with Controllable Harmonic Rhythm - Shangda Wu; Yue Yang; Zhaowen Wang; Xiaobing Li; Maosong Sun (CoRR, 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark - Yuan Yao; Qingxiu Dong; Jian Guan; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

YACLC: A Chinese Learner Corpus with Multidimensional Annotation - Yingying Wang; Cunliang Kong; Liner Yang; Yijun Wang; Xiaorong Lu; Renfen Hu; Shan He; Zhenghao Liu; Yun Chen; Erhong Yang; Maosong Sun (CoRR, 2021)

Representation Learning for Natural Language Processing - Zhiyuan Liu; Yankai Lin; Maosong Sun (Springer, 2020)

Neural machine translation: A review of methods, resources, and tools - Zhixing Tan; Shuo Wang; Zonghan Yang; Gang Chen; Xuancheng Huang; Maosong Sun; Yang Liu (AI Open, 2020)

Graph neural networks: A review of methods and applications - Jie Zhou; Ganqu Cui; Shengding Hu; Zhengyan Zhang; Cheng Yang; Zhiyuan Liu; Lifeng Wang; Changcheng Li; Maosong Sun (AI Open, 2020)

Topic-sensitive neural headline generation - Ayana; Ziyun Wang; Lei Xu; Zhiyuan Liu; Maosong Sun (Sci. China Inf. Sci., 2020)

Integrating Image-Based and Knowledge-Based Representation Learning - Ruobing Xie; Stefan Heinrich; Zhiyuan Liu; Cornelius Weber; Yuan Yao; Stefan Wermter; Maosong Sun (IEEE Trans. Cogn. Dev. Syst., 2020)

Improving Sequence Modeling Ability of Recurrent Neural Networks via Sememes - Yujia Qin; Fanchao Qi; Sicong Ouyang; Zhiyuan Liu; Cheng Yang; Yasheng Wang; Qun Liu; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Reinforced Zero-Shot Cross-Lingual Neural Headline Generation - Ayana; Yun Chen; Cheng Yang; Zhiyuan Liu; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Multi-Channel Reverse Dictionary Model - Lei Zheng; Fanchao Qi; Zhiyuan Liu; Yasheng Wang; Qun Liu; Maosong Sun (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction - Haoxi Zhong; Yuzhong Wang; Cunchao Tu; Tianyang Zhang; Zhiyuan Liu; Maosong Sun (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Neural Snowball for Few-Shot Relation Learning - Tianyu Gao; Xu Han; Ruobing Xie; Zhiyuan Liu; Fen Lin; Leyu Lin; Maosong Sun (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets - Fanchao Qi; Liang Chang; Maosong Sun; Sicong Ouyang; Zhiyuan Liu (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space - Xiaoyuan Yi; Ruoyu Li; Cheng Yang; Wenhao Li; Maosong Sun (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

JEC-QA: A Legal-Domain Question Answering Dataset - Haoxi Zhong; Chaojun Xiao; Cunchao Tu; Tianyang Zhang; Zhiyuan Liu; Maosong Sun (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence - Haoxi Zhong; Chaojun Xiao; Cunchao Tu; Tianyang Zhang; Zhiyuan Liu; Maosong Sun (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Word-level Textual Adversarial Attacking as Combinatorial Optimization - Yuan Zang; Fanchao Qi; Chenghao Yang; Zhiyuan Liu; Meng Zhang; Qun Liu; Maosong Sun (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Continual Relation Learning via Episodic Memory Activation and Reconsolidation - Xu Han; Yi Dai; Tianyu Gao; Yankai Lin; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Fine-grained Fact Verification with Kernel Graph Attention Network - Zhenghao Liu; Chenyan Xiong; Maosong Sun; Zhiyuan Liu (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

THUMT: An Open-Source Toolkit for Neural Machine Translation - Zhixing Tan; Jiacheng Zhang; Xuancheng Huang; Gang Chen; Shuo Wang; Maosong Sun; Huanbo Luan; Yang Liu (Proceedings of the 14th Conference of the Association for Machine Translation in the Americas, AMTA 2020, Virtual, October 6-9, 2020, 2020)

Tsinghua University Neural Machine Translation Systems for CCMT 2020 - Gang Chen; Shuo Wang; Xuancheng Huang; Zhixing Tan; Maosong Sun; Yang Liu (Machine Translation - 16th China Conference, CCMT 2020, Hohhot, China, October 10-12, 2020, Revised Selected Papers, 2020)

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification - Bowen Dong; Yuan Yao; Ruobing Xie; Tianyu Gao; Xu Han; Zhiyuan Liu; Fen Lin; Leyu Lin; Maosong Sun (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet - Bairu Hou; Fanchao Qi; Yuan Zang; Xurui Zhang; Zhiyuan Liu; Maosong Sun (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

WantWords: An Open-source Online Reverse Dictionary System - Fanchao Qi; Lei Zhang; Yanhui Yang; Zhiyuan Liu; Maosong Sun (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2020 - Demos, Online, November 16-20, 2020, 2020)

IsOBS: An Information System for Oracle Bone Script - Xu Han; Yuzhuo Bai; Keyue Qiu; Zhiyuan Liu; Maosong Sun (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2020 - Demos, Online, November 16-20, 2020, 2020)

Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling - Zhenghao Liu; Chenyan Xiong; Zhuyun Dai; Si Sun; Maosong Sun; Zhiyuan Liu (Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, 2020)

Learning from Context or Names? An Empirical Study on Neural Relation Extraction - Hao Peng; Tianyu Gao; Xu Han; Yankai Lin; Peng Li; Zhiyuan Liu; Maosong Sun; Jie Zhou (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Denoising Relation Extraction from Document-level Distant Supervision - Chaojun Xiao; Yuan Yao; Ruobing Xie; Xu Han; Zhiyuan Liu; Maosong Sun; Fen Lin; Leyu Lin (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Train No Evil: Selective Masking for Task-Guided Pre-Training - Yuxian Gu; Zhengyan Zhang; Xiaozhi Wang; Zhiyuan Liu; Maosong Sun (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Coreferential Reasoning Learning for Language Representation - Deming Ye; Yankai Lin; Jiaju Du; Zhenghao Liu; Peng Li; Maosong Sun; Zhiyuan Liu (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Modeling Voting for System Combination in Machine Translation - Xuancheng Huang; Jiacheng Zhang; Zhixing Tan; Derek F. Wong; Huanbo Luan; Jingfang Xu; Maosong Sun; Yang Liu (Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020)

Text Style Transfer via Learning Style Instance Supported Latent Space - Xiaoyuan Yi; Zhenghao Liu; Wenhao Li; Maosong Sun (Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020)

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction - Xu Han; Tianyu Gao; Yankai Lin; Hao Peng; Yaoliang Yang; Chaojun Xiao; Zhiyuan Liu; Peng Li; Jie Zhou; Maosong Sun (Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2020, Suzhou, China, December 4-7, 2020, 2020)

Generating Major Types of Chinese Classical Poetry in a Uniformed Framework - Jinyi Hu; Maosong Sun (Proceedings of The 12th Language Resources and Evaluation Conference, LREC 2020, Marseille, France, May 11-16, 2020, 2020)

PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music - Hongru Liang; Wenqiang Lei; Paul Yaozhu Chan; Zhenglu Yang; Maosong Sun; Tat-Seng Chua (MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020, 2020)

Towards Interpretable Natural Language Understanding with Explanations as Latent Variables - Wangchunshu Zhou; Jinyi Hu; Hanlin Zhang; Xiaodan Liang; Maosong Sun; Chenyan Xiong; Jian Tang (Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020)

Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30 - November 1, 2020, Proceedings - Maosong Sun; Sujian Li; Yue Zhang; Yang Liu; Shizhu He; Gaoqi Rao (Springer, 2020)

Lexical Sememe Prediction using Dictionary Definitions by Capturing Local Semantic Correspondence - Jiaju Du; Fanchao Qi; Maosong Sun; Zhiyuan Liu (CoRR, 2020)

MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space - Xiaoyuan Yi; Ruoyu Li; Cheng Yang; Wenhao Li; Maosong Sun (CoRR, 2020)

Generating Major Types of Chinese Classical Poetry in a Uniformed Framework - Jinyi Hu; Maosong Sun (CoRR, 2020)

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction - Xu Han; Tianyu Gao; Yankai Lin; Hao Peng; Yaoliang Yang; Chaojun Xiao; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2020)

Coreferential Reasoning Learning for Language Representation - Deming Ye; Yankai Lin; Jiaju Du; Zhenghao Liu; Maosong Sun; Zhiyuan Liu (CoRR, 2020)

Train No Evil: Selective Masking for Task-guided Pre-training - Yuxian Gu; Zhengyan Zhang; Xiaozhi Wang; Zhiyuan Liu; Maosong Sun (CoRR, 2020)

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence - Haoxi Zhong; Chaojun Xiao; Cunchao Tu; Tianyang Zhang; Zhiyuan Liu; Maosong Sun (CoRR, 2020)

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion - Jie Zhou; Xin Lv; Cheng Yang; Zhiyuan Liu; Juanzi Li; Maosong Sun (CoRR, 2020)

Modeling Voting for System Combination in Machine Translation - Xuancheng Huang; Jiacheng Zhang; Zhixing Tan; Derek F. Wong; Huanbo Luan; Jingfang Xu; Maosong Sun; Yang Liu (CoRR, 2020)

Country Image in COVID-19 Pandemic: A Case Study of China - Huimin Chen; Zeyu Zhu; Fanchao Qi; Yining Ye; Zhiyuan Liu; Maosong Sun; Jianbin Jin (CoRR, 2020)

OpenAttack: An Open-source Textual Adversarial Attack Toolkit - Guoyang Zeng; Fanchao Qi; Qianrui Zhou; Tingji Zhang; Bairu Hou; Yuan Zang; Zhiyuan Liu; Maosong Sun (CoRR, 2020)

Learning to Attack: Towards Textual Adversarial Attacking in Real-world Situations - Yuan Zang; Bairu Hou; Fanchao Qi; Zhiyuan Liu; Xiaojun Meng; Maosong Sun (CoRR, 2020)

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect - Zheni Zeng; Chaojun Xiao; Yuan Yao; Ruobing Xie; Zhiyuan Liu; Fen Lin; Leyu Lin; Maosong Sun (CoRR, 2020)

Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models - YuSheng Su; Xu Han; Zhengyan Zhang; Peng Li; Zhiyuan Liu; Yankai Lin; Jie Zhou; Maosong Sun (CoRR, 2020)

Learning from Context or Names? An Empirical Study on Neural Relation Extraction - Hao Peng; Tianyu Gao; Xu Han; Yankai Lin; Peng Li; Zhiyuan Liu; Maosong Sun; Jie Zhou (CoRR, 2020)

PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music - Hongru Liang; Wenqiang Lei; Paul Yaozhu Chan; Zhenglu Yang; Maosong Sun; Tat-Seng Chua (CoRR, 2020)

Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads - Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu; Qun Liu; Maosong Sun (CoRR, 2020)

Denoising Relation Extraction from Document-level Distant Supervision - Chaojun Xiao; Yuan Yao; Ruobing Xie; Xu Han; Zhiyuan Liu; Maosong Sun; Fen Lin; Leyu Lin (CoRR, 2020)

Towards Interpretable Natural Language Understanding with Explanations as Latent Variables - Wangchunshu Zhou; Jinyi Hu; Hanlin Zhang; Xiaodan Liang; Maosong Sun; Chenyan Xiong; Jian Tang (CoRR, 2020)

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks - Fanchao Qi; Yangyi Chen; Mukai Li; Zhiyuan Liu; Maosong Sun (CoRR, 2020)

CPM: A Large-scale Generative Chinese Pre-trained Language Model - Zhengyan Zhang; Xu Han; Hao Zhou; Pei Ke; Yuxian Gu; Deming Ye; Yujia Qin; YuSheng Su; Haozhe Ji; Jian Guan; Fanchao Qi; Xiaozhi Wang; et al. (CoRR, 2020)

Mask-Align: Self-Supervised Neural Word Alignment - Chi Chen; Maosong Sun; Yang Liu (CoRR, 2020)

Towards a Universal Continuous Knowledge Base - Gang Chen; Maosong Sun; Yang Liu (CoRR, 2020)

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning - Yujia Qin; Yankai Lin; Ryuichi Takanobu; Zhiyuan Liu; Peng Li; Heng Ji; Minlie Huang; Maosong Sun; Jie Zhou (CoRR, 2020)

Neural Machine Translation: A Review of Methods, Resources, and Tools - Zhixing Tan; Shuo Wang; Zonghan Yang; Gang Chen; Xuancheng Huang; Maosong Sun; Yang Liu (CoRR, 2020)

Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning - Chenglei Si; Zhengyan Zhang; Fanchao Qi; Zhiyuan Liu; Yasheng Wang; Qun Liu; Maosong Sun (CoRR, 2020)

Bootstrapping Knowledge Graphs From Images and Text - Jiayuan Mao; Yuan Yao; Stefan Heinrich; Tobias Hinz; Cornelius Weber; Stefan Wermter; Zhiyuan Liu; Maosong Sun (Frontiers Neurorobotics, 2019)

Multi-Round Transfer Learning for Low-Resource NMT Using Multiple High-Resource Languages - Mieradilijiang Maimaiti; Yang Liu; Huanbo Luan; Maosong Sun (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

A Unified Framework for Community Detection and Network Representation Learning - Cunchao Tu; Xiangkai Zeng; Hao Wang; Zhengyan Zhang; Zhiyuan Liu; Maosong Sun; Bo Zhang; Leyu Lin (IEEE Trans. Knowl. Data Eng., 2019)

Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification - Tianyu Gao; Xu Han; Zhiyuan Liu; Maosong Sun (The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019)

Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System - Zhipeng Guo; Xiaoyuan Yi; Maosong Sun; Wenhao Li; Cheng Yang; Jiannan Liang; Huimin Chen; Yuhui Zhang; Ruoyu Li (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28 - August 2, 2019, Volume 3: System Demonstrations, 2019)

DocRED: A Large-Scale Document-Level Relation Extraction Dataset - Yuan Yao; Deming Ye; Peng Li; Xu Han; Yankai Lin; Zhenghao Liu; Zhiyuan Liu; Lixin Huang; Jie Zhou; Maosong Sun (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification - Jie Zhou; Xu Han; Cheng Yang; Zhiyuan Liu; Lifeng Wang; Changcheng Li; Maosong Sun (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Graph Neural Networks with Generated Parameters for Relation Extraction - Hao Zhu; Yankai Lin; Zhiyuan Liu; Jie Fu; Tat-Seng Chua; Maosong Sun (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

ERNIE: Enhanced Language Representation with Informative Entities - Zhengyan Zhang; Xu Han; Zhiyuan Liu; Xin Jiang; Maosong Sun; Qun Liu (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

XQA: A Cross-lingual Open-domain Question Answering Dataset - Jiahua Liu; Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Quantifying Similarity between Relations with Fact Distribution - Weize Chen; Hao Zhu; Xu Han; Zhiyuan Liu; Maosong Sun (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Modeling Semantic Compositionality with Sememe Knowledge - Fanchao Qi; Junjie Huang; Chenghao Yang; Zhiyuan Liu; Xiao Chen; Qun Liu; Maosong Sun (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach - Zonghan Yang; Yong Cheng; Yang Liu; Maosong Sun (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Explore Entity Embedding Effectiveness in Entity Retrieval - Zhenghao Liu; Chenyan Xiong; Maosong Sun; Zhiyuan Liu (Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings, 2019)

Construction of an English-Uyghur WordNet Dataset - Kahaerjiang Abiderexiti; Maosong Sun (Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings, 2019)

Automatic Judgment Prediction via Legal Reading Comprehension - Shangbang Long; Cunchao Tu; Zhiyuan Liu; Maosong Sun (Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings, 2019)

Legal Cause Prediction with Inner Descriptions and Outer Hierarchies - Zhiyuan Liu; Cunchao Tu; Zhiyuan Liu; Maosong Sun (Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings, 2019)

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction - Xu Han; Tianyu Gao; Yuan Yao; Deming Ye; Zhiyuan Liu; Maosong Sun (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019 - System Demonstrations, 2019)

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data - Ruidong Wu; Yuan Yao; Xu Han; Ruobing Xie; Zhiyuan Liu; Fen Lin; Leyu Lin; Maosong Sun (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Improving Back-Translation with Uncertainty-based Confidence Estimation - Shuo Wang; Yang Liu; Chao Wang; Huanbo Luan; Maosong Sun (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

HMEAE: Hierarchical Modular Event Argument Extraction - Xiaozhi Wang; Ziqi Wang; Xu Han; Zhiyuan Liu; Juanzi Li; Peng Li; Maosong Sun; Jie Zhou; Xiang Ren (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Learning to Copy for Automatic Post-Editing - Xuancheng Huang; Yang Liu; Huanbo Luan; Jingfang Xu; Maosong Sun (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification - Tianyu Gao; Xu Han; Hao Zhu; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks - Cheng Yang; Jian Tang; Maosong Sun; Ganqu Cui; Zhiyuan Liu (Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, 2019)

Sentiment-Controllable Chinese Poetry Generation - Huimin Chen; Xiaoyuan Yi; Maosong Sun; Wenhao Li; Cheng Yang; Zhipeng Guo (Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, 2019)

Enhancing Stock Movement Prediction with Adversarial Training - Fuli Feng; Huimin Chen; Xiangnan He; Ji Ding; Maosong Sun; Tat-Seng Chua (Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, 2019)

Adversarial Training for Weakly Supervised Event Detection - Xiaozhi Wang; Xu Han; Zhiyuan Liu; Maosong Sun; Peng Li (Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019)

Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings - Maosong Sun; Xuanjing Huang; Heng Ji; Zhiyuan Liu; Yang Liu (Springer, 2019)

OpenHowNet: An Open Sememe-based Lexical Knowledge Base - Fanchao Qi; Chenghao Yang; Zhiyuan Liu; Qiang Dong; Maosong Sun; Zhendong Dong (CoRR, 2019)

Graph Neural Networks with Generated Parameters for Relation Extraction - Hao Zhu; Yankai Lin; Zhiyuan Liu; Jie Fu; Tat-Seng Chua; Maosong Sun (CoRR, 2019)

ERNIE: Enhanced Language Representation with Informative Entities - Zhengyan Zhang; Xu Han; Zhiyuan Liu; Xin Jiang; Maosong Sun; Qun Liu (CoRR, 2019)

COS960: A Chinese Word Similarity Dataset of 960 Word Pairs - Junjie Huang; Fanchao Qi; Chenghao Yang; Zhiyuan Liu; Maosong Sun (CoRR, 2019)

DocRED: A Large-Scale Document-Level Relation Extraction Dataset - Yuan Yao; Deming Ye; Peng Li; Xu Han; Yankai Lin; Zhenghao Liu; Zhiyuan Liu; Lixin Huang; Jie Zhou; Maosong Sun (CoRR, 2019)

Modeling Semantic Compositionality with Sememe Knowledge - Fanchao Qi; Junjie Huang; Chenghao Yang; Zhiyuan Liu; Xiao Chen; Qun Liu; Maosong Sun (CoRR, 2019)

Quantifying Similarity between Relations with Fact Distribution - Weize Chen; Hao Zhu; Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2019)

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification - Jie Zhou; Xu Han; Cheng Yang; Zhiyuan Liu; Lifeng Wang; Changcheng Li; Maosong Sun (CoRR, 2019)

Explore Entity Embedding Effectiveness in Entity Retrieval - Zhenghao Liu; Chenyan Xiong; Maosong Sun; Zhiyuan Liu (CoRR, 2019)

Neural Snowball for Few-Shot Relation Learning - Tianyu Gao; Xu Han; Ruobing Xie; Zhiyuan Liu; Fen Lin; Leyu Lin; Maosong Sun (CoRR, 2019)

Improving Back-Translation with Uncertainty-based Confidence Estimation - Shuo Wang; Yang Liu; Chao Wang; Huanbo Luan; Maosong Sun (CoRR, 2019)

Using BERT for Word Sense Disambiguation - Jiaju Du; Fanchao Qi; Maosong Sun (CoRR, 2019)

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction - Xu Han; Tianyu Gao; Yuan Yao; Deming Ye; Zhiyuan Liu; Maosong Sun (CoRR, 2019)

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification - Tianyu Gao; Xu Han; Hao Zhu; Zhiyuan Liu; Peng Li; Maosong Sun; Jie Zhou (CoRR, 2019)

Enhancing Recurrent Neural Networks with Sememes - Yujia Qin; Fanchao Qi; Sicong Ouyang; Zhiyuan Liu; Cheng Yang; Yasheng Wang; Qun Liu; Maosong Sun (CoRR, 2019)

Kernel Graph Attention Network for Fact Verification - Zhenghao Liu; Chenyan Xiong; Maosong Sun (CoRR, 2019)

Open the Boxes of Words: Incorporating Sememes into Textual Adversarial Attack - Yuan Zang; Chenghao Yang; Fanchao Qi; Zhiyuan Liu; Meng Zhang; Qun Liu; Maosong Sun (CoRR, 2019)

Adversarial Language Games for Advanced Natural Language Intelligence - Yuan Yao; Haoxi Zhong; Zhengyan Zhang; Xu Han; Xiaozhi Wang; Chaojun Xiao; Guoyang Zeng; Zhiyuan Liu; Maosong Sun (CoRR, 2019)

Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network - Deming Ye; Yankai Lin; Zhenghao Liu; Zhiyuan Liu; Maosong Sun (CoRR, 2019)

Learning to Copy for Automatic Post-Editing - Xuancheng Huang; Yang Liu; Huanbo Luan; Jingfang Xu; Maosong Sun (CoRR, 2019)

CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain - Chaojun Xiao; Haoxi Zhong; Zhipeng Guo; Cunchao Tu; Zhiyuan Liu; Maosong Sun; Tianyang Zhang; Xianpei Han; Zhen Hu; Heng Wang; Jianfeng Xu (CoRR, 2019)

Neural Machine Translation with Explicit Phrase Alignment - Jiacheng Zhang; Huanbo Luan; Maosong Sun; Feifei Zhai; Jingfang Xu; Yang Liu (CoRR, 2019)

JEC-QA: A Legal-Domain Question Answering Dataset - Haoxi Zhong; Chaojun Xiao; Cunchao Tu; Tianyang Zhang; Zhiyuan Liu; Maosong Sun (CoRR, 2019)

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets - Fanchao Qi; Liang Chang; Maosong Sun; Sicong Ouyang; Zhiyuan Liu (CoRR, 2019)

Learning to Predict Explainable Plots for Neural Story Generation - Gang Chen; Yang Liu; Huanbo Luan; Meng Zhang; Qun Liu; Maosong Sun (CoRR, 2019)

Multi-channel Reverse Dictionary Model - Lei Zhang; Fanchao Qi; Zhiyuan Liu; Yasheng Wang; Qun Liu; Maosong Sun (CoRR, 2019)

Joint POS Tagging and Dependence Parsing With Transition-Based Neural Networks - Liner Yang; Meishan Zhang; Yang Liu; Maosong Sun; Nan Yu; Guohong Fu (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Zero-Shot Cross-Lingual Neural Headline Generation - Shiqi Shen; Yun Chen; Cheng Yang; Zhiyuan Liu; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text - Xu Han; Zhiyuan Liu; Maosong Sun (Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 2018)

Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention - Xiangkai Zeng; Cheng Yang; Cunchao Tu; Zhiyuan Liu; Maosong Sun (Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 2018)

Improving Neural Fine-Grained Entity Typing With Knowledge Attention - Ji Xin; Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 2018)

Denoising Distantly Supervised Open-Domain Question Answering - Yankai Lin; Haozhe Ji; Zhiyuan Liu; Maosong Sun (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, 2018)

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval - Zhenghao Liu; Chenyan Xiong; Maosong Sun; Zhiyuan Liu (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, 2018)

Incorporating Chinese Characters of Words for Lexical Sememe Prediction - Huiming Jin; Hao Zhu; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Fen Lin; Leyu Lin (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, 2018)

Few-Shot Charge Prediction with Discriminative Legal Attributes - Zikun Hu; Xiang Li; Cunchao Tu; Zhiyuan Liu; Maosong Sun (Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018, 2018)

Adversarial Multi-lingual Neural Relation Extraction - Xiaozhi Wang; Xu Han; Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018, 2018)

Chinese Poetry Generation with a Salient-Clue Mechanism - Xiaoyuan Yi; Ruoyu Li; Maosong Sun (Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018, 2018)

OpenKE: An Open Toolkit for Knowledge Embedding - Xu Han; Shulin Cao; Xin Lv; Yankai Lin; Zhiyuan Liu; Maosong Sun; Juanzi Li (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018: System Demonstrations, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Cross-lingual Lexical Sememe Prediction - Fanchao Qi; Yankai Lin; Maosong Sun; Hao Zhu; Ruobing Xie; Zhiyuan Liu (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Improving the Transformer Translation Model with Document-Level Context - Jiacheng Zhang; Huanbo Luan; Maosong Sun; Feifei Zhai; Jingfang Xu; Min Zhang; Yang Liu (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Put It Back: Entity Typing with Language Model Enhancement - Ji Xin; Hao Zhu; Xu Han; Zhiyuan Liu; Maosong Sun (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension - Jiahua Liu; Wan Wei; Maosong Sun; Hao Chen; Yantao Du; Dekang Lin (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention - Xu Han; Pengfei Yu; Zhiyuan Liu; Maosong Sun; Peng Li (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Automatic Poetry Generation with Mutual Reinforcement Learning - Xiaoyuan Yi; Maosong Sun; Ruoyu Li; Wenhao Li (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Legal Judgment Prediction via Topological Learning - Haoxi Zhong; Zhipeng Guo; Cunchao Tu; Chaojun Xiao; Zhiyuan Liu; Maosong Sun (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement - Cheng Yang; Maosong Sun; Xiaoyuan Yi; Wenhao Li (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Language Modeling with Sparse Product of Sememe Experts - Yihong Gu; Jun Yan; Hao Zhu; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Fen Lin; Leyu Lin (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation - Xu Han; Hao Zhu; Pengfei Yu; Ziyun Wang; Yuan Yao; Zhiyuan Liu; Maosong Sun (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Chinese Poetry Generation with a Working Memory Model - Xiaoyuan Yi; Maosong Sun; Ruoyu Li; Zonghan Yang (Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden, 2018)

Bandit Learning with Implicit Feedback - Yi Qi; Qingyun Wu; Hongning Wang; Jie Tang; Maosong Sun (Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada, 2018)

Query Suggestion with Feedback Memory Network - Bin Wu; Chenyan Xiong; Maosong Sun; Zhiyuan Liu (Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018, 2018)

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 17th China National Conference, CCL 2018, and 6th International Symposium, NLP-NABD 2018, Changsha, China, October 19-21, 2018, Proceedings - Maosong Sun; Ting Liu; Xiaojie Wang; Zhiyuan Liu; Yang Liu (Springer, 2018)

Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval - Zhenghao Liu; Chenyan Xiong; Maosong Sun; Zhiyuan Liu (CoRR, 2018)

Denoising Distant Supervision for Relation Extraction via Instance-Level Adversarial Training - Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2018)

Incorporating Chinese Characters of Words for Lexical Sememe Prediction - Huiming Jin; Hao Zhu; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Fen Lin; Leyu Lin (CoRR, 2018)

CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction - Chaojun Xiao; Haoxi Zhong; Zhipeng Guo; Cunchao Tu; Zhiyuan Liu; Maosong Sun; Yansong Feng; Xianpei Han; Zhen Hu; Heng Wang; Jianfeng Xu (CoRR, 2018)

Chinese Poetry Generation with a Working Memory Model - Xiaoyuan Yi; Maosong Sun; Ruoyu Li; Zonghan Yang (CoRR, 2018)

Chinese Poetry Generation with a Salient-Clue Mechanism - Xiaoyuan Yi; Ruoyu Li; Maosong Sun (CoRR, 2018)

Automatic Judgment Prediction via Legal Reading Comprehension - Shangbang Long; Cunchao Tu; Zhiyuan Liu; Maosong Sun (CoRR, 2018)

Improving the Transformer Translation Model with Document-Level Context - Jiacheng Zhang; Huanbo Luan; Maosong Sun; Feifei Zhai; Jingfang Xu; Min Zhang; Yang Liu (CoRR, 2018)

Overview of CAIL2018: Legal Judgment Prediction Competition - Haoxi Zhong; Chaojun Xiao; Zhipeng Guo; Cunchao Tu; Zhiyuan Liu; Maosong Sun; Yansong Feng; Xianpei Han; Zhen Hu; Heng Wang; Jianfeng Xu (CoRR, 2018)

Improving Stock Movement Prediction with Adversarial Training - Fuli Feng; Huimin Chen; Xiangnan He; Ji Ding; Maosong Sun; Tat-Seng Chua (CoRR, 2018)

FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation - Xu Han; Hao Zhu; Pengfei Yu; Ziyun Wang; Yuan Yao; Zhiyuan Liu; Maosong Sun (CoRR, 2018)

Language Modeling with Sparse Product of Sememe Experts - Yihong Gu; Jun Yan; Hao Zhu; Zhiyuan Liu; Ruobing Xie; Maosong Sun; Fen Lin; Leyu Lin (CoRR, 2018)

Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization - Jiacheng Zhang; Yang Liu; Huanbo Luan; Jingfang Xu; Maosong Sun (CoRR, 2018)

CED: Credible Early Detection of Social Media Rumors - Changhe Song; Cunchao Tu; Cheng Yang; Zhiyuan Liu; Maosong Sun (CoRR, 2018)

Graph Neural Networks: A Review of Methods and Applications - Jie Zhou; Ganqu Cui; Zhengyan Zhang; Cheng Yang; Zhiyuan Liu; Maosong Sun (CoRR, 2018)

Neural Diffusion Model for Microscopic Cascade Prediction - Cheng Yang; Maosong Sun; Haoran Liu; Shiyi Han; Zhiyuan Liu; Huanbo Luan (CoRR, 2018)

COSINE: Compressive Network Embedding on Large-scale Information Networks - Zhengyan Zhang; Cheng Yang; Zhiyuan Liu; Maosong Sun; Zhichong Fang; Bo Zhang; Leyu Lin (CoRR, 2018)

Knowledge Representation Learning: A Quantitative Review - Yankai Lin; Xu Han; Ruobing Xie; Zhiyuan Liu; Maosong Sun (CoRR, 2018)

Neural Parse Combination - Liner Yang; Maosong Sun; Yong Cheng; Jiacheng Zhang; Zhenghao Liu; Huan-Bo Luan; Yang Liu (J. Comput. Sci. Technol., 2017)

Recent Advances on Neural Headline Generation - Ayana; Shiqi Shen; Yankai Lin; Cun-Chao Tu; Yu Zhao; Zhiyuan Liu; Maosong Sun (J. Comput. Sci. Technol., 2017)

Optimizing Non-Decomposable Evaluation Metrics for Neural Machine Translation - Shiqi Shen; Yang Liu; Maosong Sun (J. Comput. Sci. Technol., 2017)

Improving Word Representations with Document Labels - Liner Yang; Xinxiong Chen; Zhiyuan Liu; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

PRISM: Profession Identification in Social Media - Cunchao Tu; Zhiyuan Liu; Huanbo Luan; Maosong Sun (ACM Trans. Intell. Syst. Technol., 2017)

A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories - Cheng Yang; Maosong Sun; Wayne Xin Zhao; Zhiyuan Liu; Edward Y. Chang (ACM Trans. Inf. Syst., 2017)

Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision - Meng Zhang; Haoruo Peng; Yang Liu; Huan-Bo Luan; Maosong Sun (Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA, 2017)

Neural Relation Extraction with Multi-lingual Attention - Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

Visualizing and Understanding Neural Machine Translation - Yanzhuo Ding; Yang Liu; Huanbo Luan; Maosong Sun (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization - Jiacheng Zhang; Yang Liu; Huanbo Luan; Jingfang Xu; Maosong Sun (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

CANE: Context-Aware Network Embedding for Relation Modeling - Cunchao Tu; Han Liu; Zhiyuan Liu; Maosong Sun (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

Adversarial Training for Unsupervised Bilingual Lexicon Induction - Meng Zhang; Yang Liu; Huanbo Luan; Maosong Sun (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

Improved Word Representation Learning with Sememes - Yilin Niu; Ruobing Xie; Zhiyuan Liu; Maosong Sun (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

Generating Chinese Classical Poems with RNN Encoder-Decoder - Xiaoyuan Yi; Ruoyu Li; Maosong Sun (Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 16th China National Conference, CCL 2017, - and - 5th International Symposium, NLP-NABD 2017, Nanjing, China, October 13-15, 2017, Proceedings, 2017)

Incorporating Relation Paths in Neural Relation Extraction - Wenyuan Zeng; Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017, 2017)

Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction - Meng Zhang; Yang Liu; Huanbo Luan; Maosong Sun (Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017, 2017)

TransNet: Translation-Based Network Representation Learning for Social Relation Extraction - Cunchao Tu; Zhengyan Zhang; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017)

Image-embodied Knowledge Representation Learning - Ruobing Xie; Zhiyuan Liu; Huanbo Luan; Maosong Sun (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017)

Fast Network Embedding Enhancement via High Order Proximity Approximation - Cheng Yang; Maosong Sun; Zhiyuan Liu; Cunchao Tu (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017)

Joint Training for Pivot-based Neural Machine Translation - Yong Cheng; Qian Yang; Yang Liu; Maosong Sun; Wei Xu (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017)

Lexical Sememe Prediction via Word Embeddings and Matrix Factorization - Ruobing Xie; Xingchi Yuan; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017)

Iterative Entity Alignment via Joint Knowledge Embeddings - Hao Zhu; Ruobing Xie; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, 2017)

Domain-Specific New Words Detection in Chinese - Ao Chen; Maosong Sun (Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, *SEM @ACM 2017, Vancouver, Canada, August 3-4, 2017, 2017)

Smart Jump: Automated Navigation Suggestion for Videos in MOOCs - Han Zhang; Maosong Sun; Xiaochen Wang; Zhengyang Song; Jie Tang; Jimeng Sun (Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017, 2017)

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 16th China National Conference, CCL 2017, - and - 5th International Symposium, NLP-NABD 2017, Nanjing, China, October 13-15, 2017, Proceedings - Maosong Sun; Xiaojie Wang; Baobao Chang; Deyi Xiong (Springer, 2017)

Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks - Liner Yang; Meishan Zhang; Yang Liu; Nan Yu; Maosong Sun; Guohong Fu (CoRR, 2017)

Does William Shakespeare REALLY Write Hamlet? Knowledge Representation Learning with Confidence - Ruobing Xie; Zhiyuan Liu; Maosong Sun (CoRR, 2017)

THUMT: An Open Source Toolkit for Neural Machine Translation - Jiacheng Zhang; Yanzhuo Ding; Shiqi Shen; Yong Cheng; Maosong Sun; Huan-Bo Luan; Yang Liu (CoRR, 2017)

Listwise Ranking Functions for Statistical Machine Translation - Meng Zhang; Yang Liu; Huanbo Luan; Maosong Sun (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Representation Learning of Knowledge Graphs with Entity Descriptions - Ruobing Xie; Zhiyuan Liu; Jia Jia; Huanbo Luan; Maosong Sun (Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA, 2016)

Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation - Meng Zhang; Yang Liu; Huan-Bo Luan; Maosong Sun; Tatsuya Izuha; Jie Hao (Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA, 2016)

Semi-Supervised Learning for Neural Machine Translation - Yong Cheng; Wei Xu; Zhongjun He; Wei He; Hua Wu; Maosong Sun; Yang Liu (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Neural Relation Extraction with Selective Attention over Instances - Yankai Lin; Shiqi Shen; Zhiyuan Liu; Huanbo Luan; Maosong Sun (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora - Chunyang Liu; Yang Liu; Maosong Sun; Huan-Bo Luan; Heng Yu (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Minimum Risk Training for Neural Machine Translation - Shiqi Shen; Yong Cheng; Zhongjun He; Wei He; Hua Wu; Maosong Sun; Yang Liu (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover's Distance Regularization - Meng Zhang; Yang Liu; Huanbo Luan; Yiqun Liu; Maosong Sun (COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11-16, 2016, Osaka, Japan, 2016)

Neural Sentiment Classification with User and Product Attention - Huimin Chen; Maosong Sun; Cunchao Tu; Yankai Lin; Zhiyuan Liu (Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016, 2016)

Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation - Yong Cheng; Shiqi Shen; Zhongjun He; Wei He; Hua Wu; Maosong Sun; Yang Liu (Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, 2016)

Knowledge Representation Learning with Entities, Attributes and Relations - Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, 2016)

Representation Learning of Knowledge Graphs with Hierarchical Types - Ruobing Xie; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, 2016)

Max-Margin DeepWalk: Discriminative Learning of Network Representation - Cunchao Tu; Weicheng Zhang; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, 2016)

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 15th China National Conference, CCL 2016, and 4th International Symposium, NLP-NABD 2016, Yantai, China, October 15-16, 2016, Proceedings - Maosong Sun; Xuanjing Huang; Hongfei Lin; Zhiyuan Liu; Yang Liu (2016)

Generating Chinese Classical Poems with RNN Encoder-Decoder - Xiaoyuan Yi; Ruoyu Li; Maosong Sun (CoRR, 2016)

Neural Headline Generation with Minimum Risk Training - Ayana; Shiqi Shen; Zhiyuan Liu; Maosong Sun (CoRR, 2016)

Semi-Supervised Learning for Neural Machine Translation - Yong Cheng; Wei Xu; Zhongjun He; Wei He; Hua Wu; Maosong Sun; Yang Liu (CoRR, 2016)

Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora - Chunyang Liu; Yang Liu; Huan-Bo Luan; Maosong Sun; Heng Yu (CoRR, 2016)

A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories - Cheng Yang; Maosong Sun; Wayne Xin Zhao; Zhiyuan Liu; Edward Y. Chang (CoRR, 2016)

Topic Sensitive Neural Headline Generation - Lei Xu; Ziyun Wang; Ayana; Zhiyuan Liu; Maosong Sun (CoRR, 2016)

Image-embodied Knowledge Representation Learning - Ruobing Xie; Zhiyuan Liu; Tat-Seng Chua; Huan-Bo Luan; Maosong Sun (CoRR, 2016)

Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs - Jiawei Wu; Ruobing Xie; Zhiyuan Liu; Maosong Sun (CoRR, 2016)

Incorporating Relation Paths in Neural Relation Extraction - Wenyuan Zeng; Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2016)

Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion - Xu Han; Zhiyuan Liu; Maosong Sun (CoRR, 2016)

Neural Machine Translation with Pivot Languages - Yong Cheng; Yang Liu; Qian Yang; Maosong Sun; Wei Xu (CoRR, 2016)

Community-enhanced Network Representation Learning for Network Analysis - Cunchao Tu; Hao Wang; Xiangkai Zeng; Zhiyuan Liu; Maosong Sun (CoRR, 2016)

Neural Emoji Recommendation in Dialogue Systems - Ruobing Xie; Zhiyuan Liu; Rui Yan; Maosong Sun (CoRR, 2016)

Estimating translation probabilities for social tag suggestion - Xinxiong Chen; Zhiyuan Liu; Maosong Sun (Expert Syst. Appl., 2015)

Tag Correspondence Model for User Tag Suggestion - Cun-Chao Tu; Zhiyuan Liu; Maosong Sun (J. Comput. Sci. Technol., 2015)

Learning Entity and Relation Embeddings for Knowledge Graph Completion - Yankai Lin; Zhiyuan Liu; Maosong Sun; Yang Liu; Xuan Zhu (Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA, 2015)

Phrase Type Sensitive Tensor Indexing Model for Semantic Composition - Yu Zhao; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA, 2015)

Contrastive Unsupervised Word Alignment with Non-Local Features - Yang Liu; Maosong Sun (Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA, 2015)

Topical Word Embeddings - Yang Liu; Zhiyuan Liu; Tat-Seng Chua; Maosong Sun (Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA, 2015)

Learning Cross-lingual Word Embeddings via Matrix Co-factorization - Tianze Shi; Zhiyuan Liu; Yang Liu; Maosong Sun (Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers, 2015)

Improved Learning of Chinese Word Embeddings with Semantic Knowledge - Liner Yang; Maosong Sun (Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings, 2015)

Learning Distributed Representations of Uyghur Words and Morphemes - Halidanmu Abudukelimu; Yang Liu; Xinxiong Chen; Maosong Sun; Abudoukelimu Abulizi (Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings, 2015)

Modeling Relation Paths for Representation Learning of Knowledge Bases - Yankai Lin; Zhiyuan Liu; Huan-Bo Luan; Maosong Sun; Siwei Rao; Song Liu (Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, 2015)

Consistency-Aware Search for Word Alignment - Shiqi Shen; Yang Liu; Maosong Sun; Huan-Bo Luan (Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, 2015)

Online Learning of Interpretable Word Embeddings - Hongyin Luo; Zhiyuan Liu; Huan-Bo Luan; Maosong Sun (Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, 2015)

Generalized Agreement for Bidirectional Word Alignment - Chunyang Liu; Yang Liu; Maosong Sun; Huan-Bo Luan; Heng Yu (Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, 2015)

Joint Learning of Character and Word Embeddings - Xinxiong Chen; Lei Xu; Zhiyuan Liu; Maosong Sun; Huan-Bo Luan (Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015)

Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora - Meiping Dong; Yang Liu; Huan-Bo Luan; Maosong Sun; Tatsuya Izuha; Dakun Zhang (Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015)

Representation Learning for Measuring Entity Relatedness with Rich Information - Yu Zhao; Zhiyuan Liu; Maosong Sun (Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015)

Network Representation Learning with Rich Text Information - Cheng Yang; Zhiyuan Liu; Deli Zhao; Maosong Sun; Edward Y. Chang (Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015, 2015)

PRISM: Profession Identification in Social Media with Personal Information and Community Structure - Cunchao Tu; Zhiyuan Liu; Maosong Sun (Social Media Processing - 4th National Conference, SMP 2015, Guangzhou, China, November 16-17, 2015, Proceedings, 2015)

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings - Maosong Sun; Zhiyuan Liu; Min Zhang; Yang Liu (Springer, 2015)

Social Media Processing - 4th National Conference, SMP 2015, Guangzhou, China, November 16-17, 2015, Proceedings - Xichun Zhang; Maosong Sun; Zhenyu Wang; Xuanjing Huang (Springer, 2015)

Modeling Relation Paths for Representation Learning of Knowledge Bases - Yankai Lin; Zhiyuan Liu; Maosong Sun (CoRR, 2015)

Minimum Risk Training for Neural Machine Translation - Shiqi Shen; Yong Cheng; Zhongjun He; Wei He; Hua Wu; Maosong Sun; Yang Liu (CoRR, 2015)

Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation - Yong Cheng; Shiqi Shen; Zhongjun He; Wei He; Hua Wu; Maosong Sun; Yang Liu (CoRR, 2015)

Quantifying Chinese Happiness via Large-Scale Microblogging Data - Chong Kuang; Zhiyuan Liu; Maosong Sun; Feng Yu; Pengfei Ma (11th Web Information System and Application Conference, WISA 2014, Tianjin, China, September 12-14, 2014, 2014)

ImgWordle: image and text visualization for events in microblogging services - Chong Kuang; Jiayu Tang; Zhiyuan Liu; Maosong Sun (International Working Conference on Advanced Visual Interfaces, AVI 2014, Como, Italy, May 27-29, 2014, 2014)

ASR-Based Input Method for Postal Address Recognition in Chinese Mandarin - Ling Feng Wei; Maosong Sun (Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 13th China National Conference, CCL 2014, and Second International Symposium, NLP-NABD 2014, Wuhan, China, October 18-19, 2014. Proceedings, 2014)

A Neural Reordering Model for Phrase-based Translation - Peng Li; Yang Liu; Maosong Sun; Tatsuya Izuha; Dakun Zhang (COLING 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, August 23-29, 2014, Dublin, Ireland, 2014)

Query Lattice for Translation Retrieval - Meiping Dong; Yong Cheng; Yang Liu; Jia Xu; Maosong Sun; Tatsuya Izuha; Jie Hao (COLING 2014, 25th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, August 23-29, 2014, Dublin, Ireland, 2014)

A Unified Model for Word Sense Representation and Disambiguation - Xinxiong Chen; Zhiyuan Liu; Maosong Sun (Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL, 2014)

Discriminating gender on Chinese microblog: A study of online behaviour, writing style and preferred vocabulary - Li Li; Maosong Sun; Zhiyuan Liu (10th International Conference on Natural Computation, ICNC 2014, Xiamen, China, August 19-21, 2014, 2014)

Inferring Correspondences from Multiple Sources for Microblog User Tags - Cunchao Tu; Zhiyuan Liu; Maosong Sun (Social Media Processing - Third National Conference, SMP 2014, Beijing, China, November 1-2, 2014. Proceedings, 2014)

The design of a live social observatory system - Huan-Bo Luan; Juanzi Li; Maosong Sun; Tat-Seng Chua (23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume, 2014)

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 13th China National Conference, CCL 2014, and Second International Symposium, NLP-NABD 2014, Wuhan, China, October 18-19, 2014. Proceedings - Maosong Sun; Yang Liu; Jun Zhao (Springer, 2014)

Contrastive Unsupervised Word Alignment with Non-Local Features - Yang Liu; Maosong Sun (CoRR, 2014)

An Extended GHKM Algorithm for Inducing Lambda-SCFG - Peng Li; Yang Liu; Maosong Sun (Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, USA, 2013)

Minimum Error Rate Training for Bilingual News Alignment - Can Wang; Yang Liu; Maosong Sun (Chinese Lexical Semantics - 14th Workshop, CLSW 2013, Zhengzhou, China, May 10-12, 2013. Revised Selected Papers, 2013)

Exploiting Lexicalized Statistical Patterns in Chinese Linguistic Analysis - Yu Zhao; Maosong Sun (Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013. Proceedings, 2013)

Recursive Autoencoders for ITG-Based Translation - Peng Li; Yang Liu; Maosong Sun (Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL, 2013)

HMeanMax: Placing HMAX and HoG into a unified framework - Yan Zhang; Qixia Jiang; Maosong Sun (The 2013 International Joint Conference on Neural Networks, IJCNN 2013, Dallas, TX, USA, August 4-9, 2013, 2013)

Measuring and Visualizing Interest Similarity between Microblog Users - Jiayu Tang; Zhiyuan Liu; Maosong Sun (Web-Age Information Management - 14th International Conference, WAIM 2013, Beidaihe, China, June 14-16, 2013. Proceedings, 2013)

Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data - 12th China National Conference, CCL 2013 and First International Symposium, NLP-NABD 2013, Suzhou, China, October 10-12, 2013. Proceedings - Maosong Sun; Min Zhang; Dekang Lin; Haifeng Wang (Springer, 2013)

THUNLP at TAC KBP 2013 in Entity Linking - Yan Wang; Yankai Lin; Zhiyuan Liu; Maosong Sun (Proceedings of the Sixth Text Analysis Conference, TAC 2013, Gaithersburg, Maryland, USA, November 18-19, 2013, 2013)

Binary Tree based Chinese Word Segmentation - Kaixu Zhang; Can Wang; Maosong Sun (CoRR, 2013)

Reduce Meaningless Words for Joint Chinese Word Segmentation and Part-of-speech Tagging - Kaixu Zhang; Maosong Sun (CoRR, 2013)

Mining the interests of Chinese microbloggers via keyword extraction - Zhiyuan Liu; Xinxiong Chen; Maosong Sun (Frontiers Comput. Sci. China, 2012)

NExT: NUS-Tsinghua Center for Extreme Search of User-Generated Content - Tat-Seng Chua; Huan-Bo Luan; Maosong Sun; Shiqiang Yang (IEEE Multim., 2012)

Word Segmentation on Chinese Mirco-Blog Data with a Linear-Time Incremental Model - Kaixu Zhang; Maosong Sun; Changle Zhou (Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, Tianjin, China, December 20-21, 2012, 2012)

THUTR: A Translation Retrieval System - Chunyang Liu; Qi Liu; Yang Liu; Maosong Sun (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Demonstration Papers, 8-15 December 2012, Mumbai, India, 2012)

Random Walks on Context-Aware Relation Graphs for Ranking Social Tags - Han Li; Zhiyuan Liu; Maosong Sun (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai, India, 2012)

A Beam Search Algorithm for ITG Word Alignment - Peng Li; Yang Liu; Maosong Sun (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai, India, 2012)

Expert Finding for Microblog Misinformation Identification - Chen Liang; Zhiyuan Liu; Maosong Sun (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai, India, 2012)

Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion - Zhiyuan Liu; Cunchao Tu; Maosong Sun (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai, India, 2012)

Topical Word Trigger Model for Keyphrase Extraction - Zhiyuan Liu; Chen Liang; Maosong Sun (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, 8-15 December 2012, Mumbai, India, 2012)

Monte Carlo Methods for Maximum Margin Supervised Topic Models - Qixia Jiang; Jun Zhu; Maosong Sun; Eric P. Xing (Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States, 2012)

Particle Mixed Membership Stochastic Block Model - Yan Zhang; Qixia Jiang; Maosong Sun (Eighth International Conference on Semantics, Knowledge and Grids, SKG 2012, Beijing, China, October 22-24, 2012, 2012)

Exploring the Granularity Level of Social Tags - Xiance Si; Maosong Sun (Int. J. Comput. Process. Orient. Lang., 2011)

Report on the first summer school on NLP and IR in Beijing - Ken Ward Church; Jian-Yun Nie; Le Sun; Maosong Sun; Haifeng Wang; Endong Xun (SIGIR Forum, 2011)

User Behaviors in Related Word Retrieval and New Word Detection: A Collaborative Perspective - Zhiyuan Liu; Yabin Zheng; Lixing Xie; Maosong Sun; Liyun Ru; Yang Zhang (ACM Trans. Asian Lang. Inf. Process., 2011)

PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing - Zhiyuan Liu; Yuzhou Zhang; Edward Y. Chang; Maosong Sun (ACM Trans. Intell. Syst. Technol., 2011)

Fast Query Recommendation by Search - Qixia Jiang; Maosong Sun (Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011, 2011)

Semi-Supervised SimHash for Efficient Document Similarity Search - Qixia Jiang; Maosong Sun (The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011)

Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method - Yabin Zheng; Lixing Xie; Zhiyuan Liu; Maosong Sun; Yang Zhang; Liyun Ru (The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA - Short Papers, 2011)

Is Simhash Achilles? - Qixia Jiang; Yan Zhang; Liner Yang; Maosong Sun (Information Retrieval Technology - 7th Asia Information Retrieval Societies Conference, AIRS 2011, Dubai, United Arab Emirates, December 18-20, 2011. Proceedings, 2011)

Automatic Keyphrase Extraction by Bridging Vocabulary Gap - Zhiyuan Liu; Xinxiong Chen; Yabin Zheng; Maosong Sun (Proceedings of the Fifteenth Conference on Computational Natural Language Learning, CoNLL 2011, Portland, Oregon, USA, June 23-24, 2011, 2011)

A Simple Word Trigger Method for Social Tag Suggestion - Zhiyuan Liu; Xinxiong Chen; Maosong Sun (Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011, 27-31 July 2011, John McIntyre Conference Centre, Edinburgh, UK, A meeting of SIGDAT, a Special Interest Group of the ACL, 2011)

Extracting Chinese abbreviation-definition pairs from anchor texts - Lixing Xie; Yabin Zheng; Zhiyuan Liu; Maosong Sun; Can-Hui Wang (International Conference on Machine Learning and Cybernetics, ICMLC 2011, Guilin, China, July 10-13, 2011, Proceedings, 2011)

CHIME: An Efficient Error-Tolerant Chinese Pinyin Input Method - Yabin Zheng; Chen Li; Maosong Sun (IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011, 2011)

Extract Chinese Unknown Words from a Large-scale Corpus Using Morphological and Distributional Evidences - Kaixu Zhang; Ruining Wang; Ping Xue; Maosong Sun (Fifth International Joint Conference on Natural Language Processing, IJCNLP 2011, Chiang Mai, Thailand, November 8-13, 2011, 2011)

A comparison study of candidate generation for Chinese word segmentation - Kaixu Zhang; Maosong Sun (7th International Conference on Natural Language Processing and Knowledge Engineering, NLPKE 2011, Tokushima, Japan, November 27-29, 2011, 2011)

THUNLP at TAC KBP 2011 in Entity Linking - Yu Zhao; Weipeng He; Zhiyuan Liu; Maosong Sun (Proceedings of the Fourth Text Analysis Conference, TAC 2011, Gaithersburg, Maryland, USA, November 14-15, 2011, 2011)

Modeling Social Annotations via Latent Reason Identification - Xiance Si; Zhiyuan Liu; Maosong Sun (IEEE Intell. Syst., 2010)

Chinese Word Frequency Approximation Based on Multitype Corpora - Wei Qiao; Maosong Sun; Wolfgang Menzel (J. Quant. Linguistics, 2010)

Confucius and Its Intelligent Disciples: Integrating Social with Search - Xiance Si; Edward Y. Chang; Zoltán Gyöngyi; Maosong Sun (Proc. VLDB Endow., 2010)

Chinese New Word Detection from Query Logs - Yan Zhang; Maosong Sun; Yang Zhang (Advanced Data Mining and Applications - 6th International Conference, ADMA 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part II, 2010)

FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies - Zhiyuan Liu; Chuan Shi; Maosong Sun (Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings, 2010)

A Local Generative Model for Chinese Word Segmentation - Kaixu Zhang; Maosong Sun; Ping Xue (Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings, 2010)

Domain-Specific Term Rankings Using Topic Models - Zhiyuan Liu; Maosong Sun (Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings, 2010)

Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm - Peng Li; Maosong Sun; Ping Xue (COLING 2010, 23rd International Conference on Computational Linguistics, Posters Volume, 23-27 August 2010, Beijing, China, 2010)

Explore the Structure of Social Tags by Subsumption Relations - Xiance Si; Zhiyuan Liu; Maosong Sun (COLING 2010, 23rd International Conference on Computational Linguistics, Proceedings of the Conference, 23-27 August 2010, Beijing, China, 2010)

Automatic Keyphrase Extraction via Topic Decomposition - Zhiyuan Liu; Wenyi Huang; Yabin Zheng; Maosong Sun (Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, EMNLP 2010, 9-11 October 2010, MIT Stata Center, Massachusetts, USA, A meeting of SIGDAT, a Special Interest Group of the ACL, 2010)

Tag Allocation Model: Model Noisy Social Annotations by Reason Finding - Xiance Si; Maosong Sun (2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference Proceedings, 2010)

Punctuation as Implicit Annotations for Chinese Word Segmentation - Zhongguo Li; Maosong Sun (Comput. Linguistics, 2009)

A Uyghur Morpheme Analysis Method based on Conditional Random Fields - Batuer Aisha; Maosong Sun (Int. J. Asian Lang. Process., 2009)

Word Segmentation Standard in Chinese, Japanese and Korean - Key-Sun Choi; Hitoshi Isahara; Kyoko Kanzaki; Hansaem Kim; Seok Mun Pak; Maosong Sun (Proceedings of the 7th Workshop on Asian Language Resources, ALR7@IJCNLP 2009, Singapore, August 6-7, 2009, 2009)

Community Detection on Weighted Networks: A Variational Bayesian Method - Qixia Jiang; Yan Zhang; Maosong Sun (Advances in Machine Learning, First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings, 2009)

Efficient Text Classification Using Term Projection - Yabin Zheng; Zhiyuan Liu; Shaohua Teng; Maosong Sun (Information Retrieval Technology, 5th Asia Information Retrieval Symposium, AIRS 2009, Sapporo, Japan, October 21-23, 2009. Proceedings, 2009)

Clustering to Find Exemplar Terms for Keyphrase Extraction - Zhiyuan Liu; Peng Li; Yabin Zheng; Maosong Sun (Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, EMNLP 2009, 6-7 August 2009, Singapore, A meeting of SIGDAT, a Special Interest Group of the ACL, 2009)

Incorporating User Behaviors in New Word Detection - Yabin Zheng; Zhiyuan Liu; Maosong Sun; Liyun Ru; Yang Zhang (IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009, 2009)

A statistical method for Uyghur tokenization - Batuer Aisha; Maosong Sun (Proceedings of the 5th International Conference on Natural Language Processing and Knowledge Engineering, NLPKE 2009, Dalian, China, September 24-27, 2009, 2009)

Incorporate Web Search Technology to Solve Out-of-Vocabulary Words in Chinese Word Segmentation - Wei Qiao; Maosong Sun (Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, PACLIC 23, Hong Kong, China, December 3-5, 2009, 2009)

Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation - Zhiyuan Liu; Yabin Zheng; Maosong Sun (Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings, 2009)

Content-based and Graph-based Tag Suggestion - Xiance Si; Zhiyuan Liu; Peng Li; Qixia Jiang; Maosong Sun (Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, Bled, Slovenia, September 7, 2009, 2009)

Disambiguating Tags in Blogs - Xiance Si; Maosong Sun (Text, Speech and Dialogue, 12th International Conference, TSD 2009, Pilsen, Czech Republic, September 13-17, 2009. Proceedings, 2009)

Multi-modal Multi-label Semantic Indexing of Images Using Unlabeled Data - Wei Li; Maosong Sun (ALPIT 2008, Proceedings of The Seventh International Conference on Advanced Language Processing and Web Information Technology, Dalian University of Technology, Liaoning, China, 23-25 July 2008, 2008)

Full-reference quality diagnosis for video summary - Yan Liu; Yan Zhang; Maosong Sun; Wenjie Li (Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, June 23-26 2008, Hannover, Germany, 2008)

Text Classification Based on Transfer Learning and Self-Training - Yabin Zheng; Shaohua Teng; Zhiyuan Liu; Maosong Sun (Fourth International Conference on Natural Computation, ICNC 2008, Jinan, Shandong, China, 18-20 October 2008, Volume 3, 2008)

Disyllabic Chinese Word Extraction Based on Character Thesaurus and Semantic Constraints in Word-Formation - Maosong Sun; Dongliang Xu; Benjamin Ka-Yin T'sou; Huaming Lu (Text, Speech and Dialogue, 11th International Conference, TSD 2008, Brno, Czech Republic, September 8-12, 2008. Proceedings, 2008)

Statistical Properties of Overlapping Ambiguities in Chinese Word Segmentation and a Strategy for Their Disambiguation - Wei Qiao; Maosong Sun; Wolfgang Menzel (Text, Speech and Dialogue, 11th International Conference, TSD 2008, Brno, Czech Republic, September 8-12, 2008. Proceedings, 2008)

Asymmetrical query recommendation method based on bipartite network resource allocation - Zhiyuan Liu; Maosong Sun (Proceedings of the 17th International Conference on World Wide Web, WWW 2008, Beijing, China, April 21-25, 2008, 2008)

Leveraging World Knowledge in Chinese Text Classification - Shu Xu; Maosong Sun (Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, ALPIT 2007, Luoyang, Henan, China, 22-24 August 2007, 2007)

Exploiting Category Information and Document Information to Improve Term Weighting for Text Categorization - Jingyang Li; Maosong Sun (Computational Linguistics and Intelligent Text Processing, 8th International Conference, CICLing 2007, Mexico City, Mexico, February 18-24, 2007, 2007)

Scalable Term Selection for Text Categorization - Jingyang Li; Maosong Sun (EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, June 28-30, 2007, Prague, Czech Republic, 2007)

Multi-modal Multi-label Semantic Indexing of Images Based on Hybrid Ensemble Learning - Wei Li; Maosong Sun; Christopher Habel (Advances in Multimedia Information Processing - PCM 2007, 8th Pacific Rim Conference on Multimedia, Hong Kong, China, December 11-14, 2007, Proceedings, 2007)

Knowledge representation and reasoning based on entity and relation propagation diagram/tree - Xinghua Fan; Maosong Sun (Intell. Data Anal., 2006)

A Comparison and Semi-Quantitative Analysis of Words and Character-Bigrams as Features in Chinese Text Categorization - Jingyang Li; Maosong Sun; Xian Zhang (ACL 2006, 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Sydney, Australia, 17-21 July 2006, 2006)

Incorporating Prior Knowledge into Multi-label Boosting for Cross-Modal Image Annotation and Retrieval - Wei Li; Maosong Sun (Information Retrieval Technology, Third Asia Information Retrieval Symposium, AIRS 2006, Singapore, October 16-18, 2006, Proceedings, 2006)

Word Frequency Approximation for Chinese Without Using Manually-Annotated Corpus - Maosong Sun; Zhengcao Zhang; Benjamin Ka-Yin T'sou; Huaming Lu (Computational Linguistics and Intelligent Text Processing, 7th International Conference, CICLing 2006, Mexico City, Mexico, February 19-25, 2006, Proceedings, 2006)

Automatic Image Annotation Based on WordNet and Hierarchical Ensembles - Wei Li; Maosong Sun (Computational Linguistics and Intelligent Text Processing, 7th International Conference, CICLing 2006, Mexico City, Mexico, February 19-25, 2006, Proceedings, 2006)

Semi-supervised Learning for Image Annotation Based on Conditional Random Fields - Wei Li; Maosong Sun (Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings, 2006)

Word Frequency Approximation for Chinese Using Raw, MM-Segmented and Manually Segmented Corpora - Wei Qiao; Maosong Sun (Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 21st International Conference, ICCPOL 2006, Singapore, December 17-19, 2006, Proceedings, 2006)

An Integrated Approach to Chinese Word Segmentation and Part-of-Speech Tagging - Maosong Sun; Dongliang Xu; Benjamin K. Tsou; Huaming Lu (Computer Processing of Oriental Languages. Beyond the Orient: The Research Challenges Ahead, 21st International Conference, ICCPOL 2006, Singapore, December 17-19, 2006, Proceedings, 2006)

The Research on the Modern Chinese Semantic Word-Formation - Shi-yong Kang; Xiao-Xing Xu; Maosong Sun (J. Chin. Lang. Comput., 2005)

Word Extraction Based on Semantic Constraints in Chinese Word-Formation - Maosong Sun; Shengfen Luo; Benjamin K. Tsou (Computational Linguistics and Intelligent Text Processing, 6th International Conference, CICLing 2005, Mexico City, Mexico, February 13-19, 2005, Proceedings, 2005)

Merging Case Relations into VSM to Improve Information Retrieval Precision - Hongtao Wang; Maosong Sun; Shaoming Liu (Computational Linguistics and Intelligent Text Processing, 6th International Conference, CICLing 2005, Mexico City, Mexico, February 13-19, 2005, Proceedings, 2005)

Transductive Support Vector Machines Using Simulated Annealing - Fan Sun; Maosong Sun (Computational Intelligence and Security, International Conference, CIS 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part I, 2005)

Automatic Image Annotation Using Maximum Entropy Model - Wei Li; Maosong Sun (Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Korea, October 11-13, 2005, Proceedings, 2005)

A Method of Recognizing Entity and Relation - Xinghua Fan; Maosong Sun (Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Korea, October 11-13, 2005, Proceedings, 2005)

Classifying Chinese Texts in Two Steps - Xinghua Fan; Maosong Sun; Key-Sun Choi; Qin Zhang (Natural Language Processing - IJCNLP 2005, Second International Joint Conference, Jeju Island, Korea, October 11-13, 2005, Proceedings, 2005)

Raising High-Degree Overlapped Character Bigrams into Trigrams for Dimensionality Reduction in Chinese Text Categorization - Xue Dejun; Maosong Sun (Computational Linguistics and Intelligent Text Processing, 5th International Conference, CICLing 2004, Seoul, Korea, February 15-21, 2004, Proceedings, 2004)

Eliminating High-Degree Biased Character Bigrams for Dimensionality Reduction in Chinese Text Categorization - Xue Dejun; Maosong Sun (Advances in Information Retrieval, 26th European Conference on IR Research, ECIR 2004, Sunderland, UK, April 5-7, 2004, Proceedings, 2004)

Two-Character Chinese Word Extraction Based on Hybrid of Internal and Contextual Measures - Shengfen Luo; Maosong Sun (Proceedings of the Second Workshop on Chinese Language Processing, SIGHAN 2003, Sapporo, Japan, July 11-12, 2003, 2003)

A Study on Feature Weighting in Chinese Text Categorization - Xue Dejun; Maosong Sun (Computational Linguistics and Intelligent Text Processing, 4th International Conference, CICLing 2003, Mexico City, Mexico, February 16-22, 2003, Proceedings, 2003)

Chinese Text Categorization Based on the Binary Weighting Model with Non-binary Smoothing - Xue Dejun; Maosong Sun (Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings, 2003)

Feature Selection Combining Chi and Constrained IG Weighting Measures in Chinese Text Categorization - Xue Dejun; Maosong Sun (Proceedings of the 1st Indian International Conference on Artificial Intelligence, IICAI 2003, Hyderabad, India, December 18-20, 2003, 2003)

Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information - Xiao Luo; Maosong Sun; Benjamin K. Tsou (19th International Conference on Computational Linguistics, COLING 2002, Howard International House and Academia Sinica, Taipei, Taiwan, August 24 - September 1, 2002, 2002)

Identification of Chinese Personal Names in Unrestricted Texts - Lawrence Y. L. Cheung; Benjamin K. Tsou; Maosong Sun (Proceedings of the 16th Pacific Asia Conference on Language, Information and Computation, PACLIC 2002, Jeju, Korea, January 31 - February 2, 2002, 2002)

A prototype of Chinese search engine based on word segmentation techniques - Xiaohua Liu; Maosong Sun (Proceedings of the IEEE International Conference on Systems, Man & Cybernetics: "e-Systems and e-Man for Cybernetics in Cyberspace", Tucson, Arizona, USA, 7-10 October 2001, 2001)

Hua Yu: A Word-segmented and Part-Of-Speech Tagged Chinese Corpus - Maosong Sun; Honglin Sun; Changning Huang; Zhang Pu; Xing Hongbing; Zhou Qiang (Proceedings of the Second International Conference on Language Resources and Evaluation, LREC 2000, 31 May - June 2, 2000, Athens, Greece, 2000)

Chinese Work Segmentation without Using Lexicon and Hand-crafted Training Data - Maosong Sun; Dayang Shen; Benjamin K. Tsou (36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, COLING-ACL '98, August 10-14, 1998, Université de Montréal, Montréal, Quebec, Canada. Proceedings of the Conference, 1998)

CSeg&Tagl.0: A Practical Word Segmenter and POS Tagger for Chinese Texts - Maosong Sun; Dayang Shen; Changning Huang (5th Applied Natural Language Processing Conference, ANLP 1997, Marriott Hotel, Washington, USA, March 31 - April 3, 1997, 1997)

Ambiguity Resolution in Chinese Word Segmentation - Maosong Sun; Benjamin K. T'sou (Proceedings of the 10th Pacific Asia Conference on Language, Information and Computation, PACLIC 1995, Hong Kong, December 27-28, 1995, 1995)