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

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

ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. - Song, Chenyang; Han, Xu; Zhang, Zhengyan; Hu, Shengding; Shi, Xiyu; Li, Kuai; Chen, Chen; Liu, Zhiyuan; Li, Guangli; Yang, Tao; Sun, Maosong (2025)

Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips. - Chen, Yingfa; Hu, Chenlong; Feng, Cong; Song, Chenyang; Yu, Shi; Han, Xu; Liu, Zhiyuan; Sun, Maosong (2025)

Chinese Computational Linguistics - 23rd China National Conference, CCL 2024, Taiyuan, China, July 25-28, 2024, Proceedings (Springer, 2025)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Experiential Co-Learning of Software-Developing Agents. - Qian, Chen; Dang, Yufan; Li, Jiahao; Liu, Wei; Xie, Zihao; Wang, Yifei; Chen, Weize; Yang, Cheng; Cong, Xin; Che, Xiaoyin; Liu, Zhiyuan; Sun, Maosong (2024)

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

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

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

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

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

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

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

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

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

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

ChatDev: Communicative Agents for Software Development. - Qian, Chen; Liu, Wei; Liu, Hongzhang; Chen, Nuo; Dang, Yufan; Li, Jiahao; Yang, Cheng; Chen, Weize; Su, Yusheng; Cong, Xin; Xu, Juyuan; Li, Dahai; et al. (2024)

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

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

Empowering Private Tutoring by Chaining Large Language Models. - Chen, Yulin; Ding, Ning; Zheng, Hai-Tao; Liu, Zhiyuan; Sun, Maosong; Zhou, Bowen (2024)

Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training. - Xiao, Chaojun; Sun, Yutao; Yao, Yuan; Han, Xu; Zhang, Wenbin; Liu, Zhiyuan; Sun, Maosong (2024)

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

RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback. - Yu, Tianyu; Yao, Yuan; Zhang, Haoye; He, Taiwen; Han, Yifeng; Cui, Ganqu; Hu, Jinyi; Liu, Zhiyuan; Zheng, Hai-Tao; Sun, Maosong (2024)

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

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

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

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

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

Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding. - Zhao, Weilin; Huang, Yuxiang; Han, Xu; Xu, Wang; Xiao, Chaojun; Zhang, Xinrong; Fang, Yewei; Zhang, Kaihuo; Liu, Zhiyuan; Sun, Maosong (2024)

Label Dependencies-Aware Set Prediction Networks for Multi-Label Text Classification. - Du, Xinkai; Han, Quanjie; Sun, Yalin; Lv, Chao; Sun, Maosong (2024)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors. - Chen, Weize; Su, Yusheng; Zuo, Jingwei; Yang, Cheng; Yuan, Chenfei; Chan, Chi-Min; Yu, Heyang; Lu, Yaxi; Hung, Yi-Hsin; Qian, Chen; Qin, Yujia; Cong, Xin; et al. (2024)

Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages. - Hu, Jinyi; Yao, Yuan; Wang, Chongyi; Wang, Shan; Pan, Yinxu; Chen, Qianyu; Yu, Tianyu; Wu, Hanghao; Zhao, Yue; Zhang, Haoye; Han, Xu; Lin, Yankai; et al. (2024)

Predicting Emergent Abilities with Infinite Resolution Evaluation. - Hu, Shengding; Liu, Xin; Han, Xu; Zhang, Xinrong; He, Chaoqun; Zhao, Weilin; Lin, Yankai; Ding, Ning; Ou, Zebin; Zeng, Guoyang; Liu, Zhiyuan; Sun, Maosong (2024)

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs. - Qin, Yujia; Liang, Shihao; Ye, Yining; Zhu, Kunlun; Yan, Lan; Lu, Yaxi; Lin, Yankai; Cong, Xin; Tang, Xiangru; Qian, Bill; Zhao, Sihan; Hong, Lauren; et al. (2024)

ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback. - Cui, Ganqu; Yuan, Lifan; Ding, Ning; Yao, Guanming; He, Bingxiang; Zhu, Wei; Ni, Yuan; Xie, Guotong; Xie, Ruobing; Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2024)

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

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

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

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

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

InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory. - Xiao, Chaojun; Zhang, Pengle; Han, Xu; Xiao, Guangxuan; Lin, Yankai; Zhang, Zhengyan; Liu, Zhiyuan; Sun, Maosong (2024)

scMulan: A Multitask Generative Pre-Trained Language Model for Single-Cell Analysis. - Bian, Haiyang; Chen, Yixin; Dong, Xiaomin; Li, Chen; Hao, Minsheng; Chen, Sijie; Hu, Jinyi; Sun, Maosong; Wei, Lei; Zhang, Xuegong (2024)

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

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

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

ReLU2 Wins: Discovering Efficient Activation Functions for Sparse LLMs. - Zhang, Zhengyan; Song, Yixin; Yu, Guanghui; Han, Xu; Lin, Yankai; Xiao, Chaojun; Song, Chenyang; Liu, Zhiyuan; Mi, Zeyu; Sun, Maosong (CoRR, 2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Visually Grounded Commonsense Knowledge Acquisition. - Yao, Yuan; Yu, Tianyu; Zhang, Ao; Li, Mengdi; Xie, Ruobing; Weber, Cornelius; Liu, Zhiyuan; Zheng, Hai-Tao; Wermter, Stefan; Chua, Tat-Seng; Sun, Maosong (2023)

Lingxi: A Diversity-aware Chinese Modern Poetry Generation System. - Zhang, Xinran; Sun, Maosong; Liu, Jiafeng; Li, Xiaobing (2023)

Parameter-efficient Weight Ensembling Facilitates Task-level Knowledge Transfer. - Lv, Xingtai; Ding, Ning; Qin, Yujia; Liu, Zhiyuan; Sun, Maosong (2023)

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

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

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

Continual Knowledge Distillation for Neural Machine Translation. - Zhang, Yuanchi; Li, Peng; Sun, Maosong; Liu, Yang (2023)

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

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

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

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

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

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

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

Decoder Tuning: Efficient Language Understanding as Decoding. - Cui, Ganqu; Li, Wentao; Ding, Ning; Huang, Longtao; Liu, Zhiyuan; Sun, Maosong (2023)

An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation. - Huang, Xuancheng; Liu, Zijun; Li, Peng; Li, Tao; Sun, Maosong; Liu, Yang (2023)

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

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

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

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

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT. - Zhu, Biru; Yuan, Lifan; Cui, Ganqu; Chen, Yangyi; Fu, Chong; He, Bingxiang; Deng, Yangdong; Liu, Zhiyuan; Sun, Maosong; Gu, Ming (2023)

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

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

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

Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation. - Huang, Kaiyu; Li, Peng; Liu, Junpeng; Sun, Maosong; Liu, Yang (2023)

Exploring the Impact of Model Scaling on Parameter-Efficient Tuning. - Su, Yusheng; Chan, Chi-Min; Cheng, Jiali; Qin, Yujia; Lin, Yankai; Hu, Shengding; Yang, Zonghan; Ding, Ning; Sun, Xingzhi; Xie, Guotong; Liu, Zhiyuan; Sun, Maosong (2023)

TunesFormer: Forming Irish Tunes with Control Codes by Bar Patching. - Wu, Shangda; Li, Xiaobing; Yu, Feng; Sun, Maosong (2023)

Chord-Conditioned Melody Harmonization With Controllable Harmonicity. - Wu, Shangda; Li, Xiaobing; Sun, Maosong (2023)

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

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

H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training. - Wang, Yuzhong; Han, Xu; Zhao, Weilin; Zeng, Guoyang; Liu, Zhiyuan; Sun, Maosong (2023)

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

Improve the Diversity and Novelty for Open-Ended Neural Text Generation via Inverse Probability Weighting. - Zhang, Xinran; Sun, Maosong; Liu, Jiafeng; Li, Xiaobing (2023)

Chinese Computational Linguistics - 22nd China National Conference, CCL 2023, Harbin, China, August 3-5, 2023, Proceedings (Springer, 2023)

CCOM-HuQin: an Annotated Multimodal Chinese Fiddle Performance Dataset. - Zhang, Yu; Zhou, Ziya; Li, Xiaobing; Yu, Feng; Sun, Maosong (Zenodo, 2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

OpenPrompt: An Open-source Framework for Prompt-learning. - Ding, Ning; Hu, Shengding; Zhao, Weilin; Chen, Yulin; Liu, Zhiyuan; Zheng, Haitao; Sun, Maosong (2022)

Going "Deeper": Structured Sememe Prediction via Transformer with Tree Attention. - Ye, Yining; Qi, Fanchao; Liu, Zhiyuan; Sun, Maosong (2022)

TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference. - Pan, Changzai; Sun, Maosong; Deng, Ke (2022)

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

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

BMInf: An Efficient Toolkit for Big Model Inference and Tuning. - Han, Xu; Zeng, Guoyang; Zhao, Weilin; Liu, Zhiyuan; Zhang, Zhengyan; Zhou, Jie; Zhang, Jun; Chao, Jia; Sun, Maosong (2022)

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

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

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. - Zhang, Zhengyan; Lin, Yankai; Liu, Zhiyuan; Li, Peng; Sun, Maosong; Zhou, Jie (2022)

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification. - Hu, Shengding; Ding, Ning; Wang, Huadong; Liu, Zhiyuan; Wang, Jingang; Li, Juanzi; Wu, Wei; Sun, Maosong (2022)

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages. - Han, Xu; Luo, Yuqi; Chen, Weize; Liu, Zhiyuan; Sun, Maosong; Zhou, Botong; Hao, Fei; Zheng, Suncong (2022)

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

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

Packed Levitated Marker for Entity and Relation Extraction. - Ye, Deming; Lin, Yankai; Li, Peng; Sun, Maosong (2022)

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models. - Zhu, Biru; Qin, Yujia; Qi, Fanchao; Deng, Yangdong; Liu, Zhiyuan; Sun, Maosong; Gu, Ming (2022)

Fully Hyperbolic Neural Networks. - Chen, Weize; Han, Xu; Lin, Yankai; Zhao, Hexu; Liu, Zhiyuan; Li, Peng; Sun, Maosong; Zhou, Jie (2022)

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

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

BMCook: A Task-agnostic Compression Toolkit for Big Models. - Zhang, Zhengyan; Gong, Baitao; Chen, Yingfa; Han, Xu; Zeng, Guoyang; Zhao, Weilin; Chen, Yanxu; Liu, Zhiyuan; Sun, Maosong (2022)

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

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

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

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

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

End-to-End Unsupervised Vision-and-Language Pre-training with Referring Expression Matching. - Chen, Chi; Li, Peng; Sun, Maosong; Liu, Yang (2022)

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

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

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. - Chen, Yangyi; Qi, Fanchao; Gao, Hongcheng; Liu, Zhiyuan; Sun, Maosong (2022)

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

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

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

Knowledge Inheritance for Pre-trained Language Models. - Qin, Yujia; Lin, Yankai; Yi, Jing; Zhang, Jiajie; Han, Xu; Zhang, Zhengyan; Su, Yusheng; Liu, Zhiyuan; Li, Peng; Sun, Maosong; Zhou, Jie (2022)

On Transferability of Prompt Tuning for Natural Language Processing. - Su, Yusheng; Wang, Xiaozhi; Qin, Yujia; Chan, Chi-Min; Lin, Yankai; Wang, Huadong; Wen, Kaiyue; Liu, Zhiyuan; Li, Peng; Li, Juanzi; Hou, Lei; Sun, Maosong; et al. (2022)

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

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

Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models. - Zhu, Biru; Qin, Yujia; Cui, Ganqu; Chen, Yangyi; Zhao, Weilin; Fu, Chong; Deng, Yangdong; Liu, Zhiyuan; Wang, Jingang; Wu, Wei; Sun, Maosong; Gu, Ming (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 (Springer, 2022)

Chinese Computational Linguistics - 21st China National Conference, CCL 2022, Nanchang, China, October 14-16, 2022, Proceedings (Springer, 2022)

weibo_senti_100k and THUCNews. - Sun, Maosong (IEEE DataPort, 2022)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework. - Chen, Huimin; Lin, Yankai; Qi, Fanchao; Hu, Jinyi; Li, Peng; Zhou, Jie; Sun, Maosong (2021)

Adversarial Language Games for Advanced Natural Language Intelligence. - Yao, Yuan; Zhong, Haoxi; Zhang, Zhengyan; Han, Xu; Wang, Xiaozhi; Zhang, Kai; Xiao, Chaojun; Zeng, Guoyang; Liu, Zhiyuan; Sun, Maosong (2021)

OpenAttack: An Open-source Textual Adversarial Attack Toolkit. - Zeng, Guoyang; Qi, Fanchao; Zhou, Qianrui; Zhang, Tingji; Ma, Zixian; Hou, Bairu; Zang, Yuan; Liu, Zhiyuan; Sun, Maosong (2021)

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

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

Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. - Si, Chenglei; Zhang, Zhengyan; Qi, Fanchao; Liu, Zhiyuan; Wang, Yasheng; Liu, Qun; Sun, Maosong (2021)

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion. - Zhou, Jie; Hu, Shengding; Lv, Xin; Yang, Cheng; Liu, Zhiyuan; Xu, Wei; Jiang, Jie; Li, Juanzi; Sun, Maosong (2021)

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

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. - Qin, Yujia; Lin, Yankai; Takanobu, Ryuichi; Liu, Zhiyuan; Li, Peng; Ji, Heng; Huang, Minlie; Sun, Maosong; Zhou, Jie (2021)

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

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

Mask-Align: Self-Supervised Neural Word Alignment. - Chen, Chi; Sun, Maosong; Liu, Yang (2021)

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

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

MOOCCubeX: A Large Knowledge-centered Repository for Adaptive Learning in MOOCs. - Yu, Jifan; Wang, Yuquan; Zhong, Qingyang; Luo, Gan; Mao, Yiming; Sun, Kai; Feng, Wenzheng; Xu, Wei; Cao, Shulin; Zeng, Kaisheng; Yao, Zijun; Hou, Lei; et al. (2021)

Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision. - Maimaiti, Mieradilijiang; Liu, Yang; Zheng, Yuanhang; Chen, Gang; Huang, Kaiyu; Zhang, Ji; Luan, Huanbo; Sun, Maosong (2021)

Knowledge Representation Learning with Contrastive Completion Coding. - Ouyang, Bo; Huang, Wenbing; Chen, Runfa; Tan, Zhixing; Liu, Yang; Sun, Maosong; Zhu, Jihong (2021)

Self-Supervised Quality Estimation for Machine Translation. - Zheng, Yuanhang; Tan, Zhixing; Zhang, Meng; Maimaiti, Mieradilijiang; Luan, Huanbo; Sun, Maosong; Liu, Qun; Liu, Yang (2021)

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild. - Yao, Yuan; Du, Jiaju; Lin, Yankai; Li, Peng; Liu, Zhiyuan; Zhou, Jie; Sun, Maosong (2021)

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

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. - Qi, Fanchao; Chen, Yangyi; Li, Mukai; Yao, Yuan; Liu, Zhiyuan; Sun, Maosong (2021)

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

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

Open Hierarchical Relation Extraction. - Zhang, Kai; Yao, Yuan; Xie, Ruobing; Han, Xu; Liu, Zhiyuan; Lin, Fen; Lin, Leyu; Sun, Maosong (2021)

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

OpenMatch: An Open Source Library for Neu-IR Research. - Liu, Zhenghao; Zhang, Kaitao; Xiong, Chenyan; Liu, Zhiyuan; Sun, Maosong (2021)

Chinese Computational Linguistics - 20th China National Conference, CCL 2021, Hohhot, China, August 13-15, 2021, Proceedings (Springer, 2021)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Multi-Channel Reverse Dictionary Model. - Zheng, Lei; Qi, Fanchao; Liu, Zhiyuan; Wang, Yasheng; Liu, Qun; Sun, Maosong (2020)

Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction. - Zhong, Haoxi; Wang, Yuzhong; Tu, Cunchao; Zhang, Tianyang; Liu, Zhiyuan; Sun, Maosong (2020)

Neural Snowball for Few-Shot Relation Learning. - Gao, Tianyu; Han, Xu; Xie, Ruobing; Liu, Zhiyuan; Lin, Fen; Lin, Leyu; Sun, Maosong (2020)

Towards Building a Multilingual Sememe Knowledge Base: Predicting Sememes for BabelNet Synsets. - Qi, Fanchao; Chang, Liang; Sun, Maosong; Ouyang, Sicong; Liu, Zhiyuan (2020)

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

JEC-QA: A Legal-Domain Question Answering Dataset. - Zhong, Haoxi; Xiao, Chaojun; Tu, Cunchao; Zhang, Tianyang; Liu, Zhiyuan; Sun, Maosong (2020)

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

Word-level Textual Adversarial Attacking as Combinatorial Optimization. - Zang, Yuan; Qi, Fanchao; Yang, Chenghao; Liu, Zhiyuan; Zhang, Meng; Liu, Qun; Sun, Maosong (2020)

Continual Relation Learning via Episodic Memory Activation and Reconsolidation. - Han, Xu; Dai, Yi; Gao, Tianyu; Lin, Yankai; Liu, Zhiyuan; Li, Peng; Sun, Maosong; Zhou, Jie (2020)

Fine-grained Fact Verification with Kernel Graph Attention Network. - Liu, Zhenghao; Xiong, Chenyan; Sun, Maosong; Liu, Zhiyuan (2020)

THUMT: An Open-Source Toolkit for Neural Machine Translation. - Tan, Zhixing; Zhang, Jiacheng; Huang, Xuancheng; Chen, Gang; Wang, Shuo; Sun, Maosong; Luan, Huanbo; Liu, Yang (2020)

Tsinghua University Neural Machine Translation Systems for CCMT 2020. - Chen, Gang; Wang, Shuo; Huang, Xuancheng; Tan, Zhixing; Sun, Maosong; Liu, Yang (2020)

Meta-Information Guided Meta-Learning for Few-Shot Relation Classification. - Dong, Bowen; Yao, Yuan; Xie, Ruobing; Gao, Tianyu; Han, Xu; Liu, Zhiyuan; Lin, Fen; Lin, Leyu; Sun, Maosong (2020)

Try to Substitute: An Unsupervised Chinese Word Sense Disambiguation Method Based on HowNet. - Hou, Bairu; Qi, Fanchao; Zang, Yuan; Zhang, Xurui; Liu, Zhiyuan; Sun, Maosong (2020)

WantWords: An Open-source Online Reverse Dictionary System. - Qi, Fanchao; Zhang, Lei; Yang, Yanhui; Liu, Zhiyuan; Sun, Maosong (2020)

IsOBS: An Information System for Oracle Bone Script. - Han, Xu; Bai, Yuzhuo; Qiu, Keyue; Liu, Zhiyuan; Sun, Maosong (2020)

Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling. - Liu, Zhenghao; Xiong, Chenyan; Dai, Zhuyun; Sun, Si; Sun, Maosong; Liu, Zhiyuan (2020)

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

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

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

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

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

Text Style Transfer via Learning Style Instance Supported Latent Space. - Yi, Xiaoyuan; Liu, Zhenghao; Li, Wenhao; Sun, Maosong (2020)

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

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

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

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

Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30 - November 1, 2020, Proceedings (Springer, 2020)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification. - Gao, Tianyu; Han, Xu; Liu, Zhiyuan; Sun, Maosong (2019)

Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System. - Guo, Zhipeng; Yi, Xiaoyuan; Sun, Maosong; Li, Wenhao; Yang, Cheng; Liang, Jiannan; Chen, Huimin; Zhang, Yuhui; Li, Ruoyu (2019)

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

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

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

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

XQA: A Cross-lingual Open-domain Question Answering Dataset. - Liu, Jiahua; Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2019)

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

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

Reducing Word Omission Errors in Neural Machine Translation: A Contrastive Learning Approach. - Yang, Zonghan; Cheng, Yong; Liu, Yang; Sun, Maosong (2019)

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

Construction of an English-Uyghur WordNet Dataset. - Abiderexiti, Kahaerjiang; Sun, Maosong (2019)

Automatic Judgment Prediction via Legal Reading Comprehension. - Long, Shangbang; Tu, Cunchao; Liu, Zhiyuan; Sun, Maosong (2019)

Legal Cause Prediction with Inner Descriptions and Outer Hierarchies. - Liu, Zhiyuan; Tu, Cunchao; Liu, Zhiyuan; Sun, Maosong (2019)

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

Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data. - Wu, Ruidong; Yao, Yuan; Han, Xu; Xie, Ruobing; Liu, Zhiyuan; Lin, Fen; Lin, Leyu; Sun, Maosong (2019)

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

HMEAE: Hierarchical Modular Event Argument Extraction. - Wang, Xiaozhi; Wang, Ziqi; Han, Xu; Liu, Zhiyuan; Li, Juanzi; Li, Peng; Sun, Maosong; Zhou, Jie; Ren, Xiang (2019)

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

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

Multi-scale Information Diffusion Prediction with Reinforced Recurrent Networks. - Yang, Cheng; Tang, Jian; Sun, Maosong; Cui, Ganqu; Liu, Zhiyuan (2019)

Sentiment-Controllable Chinese Poetry Generation. - Chen, Huimin; Yi, Xiaoyuan; Sun, Maosong; Li, Wenhao; Yang, Cheng; Guo, Zhipeng (2019)

Enhancing Stock Movement Prediction with Adversarial Training. - Feng, Fuli; Chen, Huimin; He, Xiangnan; Ding, Ji; Sun, Maosong; Chua, Tat-Seng (2019)

Adversarial Training for Weakly Supervised Event Detection. - Wang, Xiaozhi; Han, Xu; Liu, Zhiyuan; Sun, Maosong; Li, Peng (2019)

Chinese Computational Linguistics - 18th China National Conference, CCL 2019, Kunming, China, October 18-20, 2019, Proceedings (Springer, 2019)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text. - Han, Xu; Liu, Zhiyuan; Sun, Maosong (2018)

Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention. - Zeng, Xiangkai; Yang, Cheng; Tu, Cunchao; Liu, Zhiyuan; Sun, Maosong (2018)

Improving Neural Fine-Grained Entity Typing With Knowledge Attention. - Xin, Ji; Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2018)

Denoising Distantly Supervised Open-Domain Question Answering. - Lin, Yankai; Ji, Haozhe; Liu, Zhiyuan; Sun, Maosong (2018)

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

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

Few-Shot Charge Prediction with Discriminative Legal Attributes. - Hu, Zikun; Li, Xiang; Tu, Cunchao; Liu, Zhiyuan; Sun, Maosong (2018)

Adversarial Multi-lingual Neural Relation Extraction. - Wang, Xiaozhi; Han, Xu; Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2018)

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

OpenKE: An Open Toolkit for Knowledge Embedding. - Han, Xu; Cao, Shulin; Lv, Xin; Lin, Yankai; Liu, Zhiyuan; Sun, Maosong; Li, Juanzi (2018)

Cross-lingual Lexical Sememe Prediction. - Qi, Fanchao; Lin, Yankai; Sun, Maosong; Zhu, Hao; Xie, Ruobing; Liu, Zhiyuan (2018)

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

Put It Back: Entity Typing with Language Model Enhancement. - Xin, Ji; Zhu, Hao; Han, Xu; Liu, Zhiyuan; Sun, Maosong (2018)

A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension. - Liu, Jiahua; Wei, Wan; Sun, Maosong; Chen, Hao; Du, Yantao; Lin, Dekang (2018)

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention. - Han, Xu; Yu, Pengfei; Liu, Zhiyuan; Sun, Maosong; Li, Peng (2018)

Automatic Poetry Generation with Mutual Reinforcement Learning. - Yi, Xiaoyuan; Sun, Maosong; Li, Ruoyu; Li, Wenhao (2018)

Legal Judgment Prediction via Topological Learning. - Zhong, Haoxi; Guo, Zhipeng; Tu, Cunchao; Xiao, Chaojun; Liu, Zhiyuan; Sun, Maosong (2018)

Stylistic Chinese Poetry Generation via Unsupervised Style Disentanglement. - Yang, Cheng; Sun, Maosong; Yi, Xiaoyuan; Li, Wenhao (2018)

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

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

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

Bandit Learning with Implicit Feedback. - Qi, Yi; Wu, Qingyun; Wang, Hongning; Tang, Jie; Sun, Maosong (2018)

Query Suggestion with Feedback Memory Network. - Wu, Bin; Xiong, Chenyan; Sun, Maosong; Liu, Zhiyuan (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 (Springer, 2018)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Bilingual Lexicon Induction from Non-Parallel Data with Minimal Supervision. - Zhang, Meng; Peng, Haoruo; Liu, Yang; Luan, Huan-Bo; Sun, Maosong (2017)

Neural Relation Extraction with Multi-lingual Attention. - Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2017)

Visualizing and Understanding Neural Machine Translation. - Ding, Yanzhuo; Liu, Yang; Luan, Huanbo; Sun, Maosong (2017)

Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization. - Zhang, Jiacheng; Liu, Yang; Luan, Huanbo; Xu, Jingfang; Sun, Maosong (2017)

CANE: Context-Aware Network Embedding for Relation Modeling. - Tu, Cunchao; Liu, Han; Liu, Zhiyuan; Sun, Maosong (2017)

Adversarial Training for Unsupervised Bilingual Lexicon Induction. - Zhang, Meng; Liu, Yang; Luan, Huanbo; Sun, Maosong (2017)

Improved Word Representation Learning with Sememes. - Niu, Yilin; Xie, Ruobing; Liu, Zhiyuan; Sun, Maosong (2017)

Generating Chinese Classical Poems with RNN Encoder-Decoder. - Yi, Xiaoyuan; Li, Ruoyu; Sun, Maosong (2017)

Incorporating Relation Paths in Neural Relation Extraction. - Zeng, Wenyuan; Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2017)

Earth Mover's Distance Minimization for Unsupervised Bilingual Lexicon Induction. - Zhang, Meng; Liu, Yang; Luan, Huanbo; Sun, Maosong (2017)

TransNet: Translation-Based Network Representation Learning for Social Relation Extraction. - Tu, Cunchao; Zhang, Zhengyan; Liu, Zhiyuan; Sun, Maosong (2017)

Image-embodied Knowledge Representation Learning. - Xie, Ruobing; Liu, Zhiyuan; Luan, Huanbo; Sun, Maosong (2017)

Fast Network Embedding Enhancement via High Order Proximity Approximation. - Yang, Cheng; Sun, Maosong; Liu, Zhiyuan; Tu, Cunchao (2017)

Joint Training for Pivot-based Neural Machine Translation. - Cheng, Yong; Yang, Qian; Liu, Yang; Sun, Maosong; Xu, Wei (2017)

Lexical Sememe Prediction via Word Embeddings and Matrix Factorization. - Xie, Ruobing; Yuan, Xingchi; Liu, Zhiyuan; Sun, Maosong (2017)

Iterative Entity Alignment via Joint Knowledge Embeddings. - Zhu, Hao; Xie, Ruobing; Liu, Zhiyuan; Sun, Maosong (2017)

Domain-Specific New Words Detection in Chinese. - Chen, Ao; Sun, Maosong (2017)

Smart Jump: Automated Navigation Suggestion for Videos in MOOCs. - Zhang, Han; Sun, Maosong; Wang, Xiaochen; Song, Zhengyang; Tang, Jie; Sun, Jimeng (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 (Springer, 2017)

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

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

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

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

Representation Learning of Knowledge Graphs with Entity Descriptions. - Xie, Ruobing; Liu, Zhiyuan; Jia, Jia; Luan, Huanbo; Sun, Maosong (2016)

Building Earth Mover's Distance on Bilingual Word Embeddings for Machine Translation. - Zhang, Meng; Liu, Yang; Luan, Huan-Bo; Sun, Maosong; Izuha, Tatsuya; Hao, Jie (2016)

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

Neural Relation Extraction with Selective Attention over Instances. - Lin, Yankai; Shen, Shiqi; Liu, Zhiyuan; Luan, Huanbo; Sun, Maosong (2016)

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

Minimum Risk Training for Neural Machine Translation. - Shen, Shiqi; Cheng, Yong; He, Zhongjun; He, Wei; Wu, Hua; Sun, Maosong; Liu, Yang (2016)

Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover's Distance Regularization. - Zhang, Meng; Liu, Yang; Luan, Huanbo; Liu, Yiqun; Sun, Maosong (2016)

Neural Sentiment Classification with User and Product Attention. - Chen, Huimin; Sun, Maosong; Tu, Cunchao; Lin, Yankai; Liu, Zhiyuan (2016)

Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation. - Cheng, Yong; Shen, Shiqi; He, Zhongjun; He, Wei; Wu, Hua; Sun, Maosong; Liu, Yang (2016)

Knowledge Representation Learning with Entities, Attributes and Relations. - Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2016)

Representation Learning of Knowledge Graphs with Hierarchical Types. - Xie, Ruobing; Liu, Zhiyuan; Sun, Maosong (2016)

Max-Margin DeepWalk: Discriminative Learning of Network Representation. - Tu, Cunchao; Zhang, Weicheng; Liu, Zhiyuan; Sun, Maosong (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 (2016)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Learning Entity and Relation Embeddings for Knowledge Graph Completion. - Lin, Yankai; Liu, Zhiyuan; Sun, Maosong; Liu, Yang; Zhu, Xuan (2015)

Phrase Type Sensitive Tensor Indexing Model for Semantic Composition. - Zhao, Yu; Liu, Zhiyuan; Sun, Maosong (2015)

Contrastive Unsupervised Word Alignment with Non-Local Features. - Liu, Yang; Sun, Maosong (2015)

Topical Word Embeddings. - Liu, Yang; Liu, Zhiyuan; Chua, Tat-Seng; Sun, Maosong (2015)

Learning Cross-lingual Word Embeddings via Matrix Co-factorization. - Shi, Tianze; Liu, Zhiyuan; Liu, Yang; Sun, Maosong (2015)

Improved Learning of Chinese Word Embeddings with Semantic Knowledge. - Yang, Liner; Sun, Maosong (2015)

Learning Distributed Representations of Uyghur Words and Morphemes. - Abudukelimu, Halidanmu; Liu, Yang; Chen, Xinxiong; Sun, Maosong; Abulizi, Abudoukelimu (2015)

Modeling Relation Paths for Representation Learning of Knowledge Bases. - Lin, Yankai; Liu, Zhiyuan; Luan, Huan-Bo; Sun, Maosong; Rao, Siwei; Liu, Song (2015)

Consistency-Aware Search for Word Alignment. - Shen, Shiqi; Liu, Yang; Sun, Maosong; Luan, Huan-Bo (2015)

Online Learning of Interpretable Word Embeddings. - Luo, Hongyin; Liu, Zhiyuan; Luan, Huan-Bo; Sun, Maosong (2015)

Generalized Agreement for Bidirectional Word Alignment. - Liu, Chunyang; Liu, Yang; Sun, Maosong; Luan, Huan-Bo; Yu, Heng (2015)

Joint Learning of Character and Word Embeddings. - Chen, Xinxiong; Xu, Lei; Liu, Zhiyuan; Sun, Maosong; Luan, Huan-Bo (2015)

Iterative Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora. - Dong, Meiping; Liu, Yang; Luan, Huan-Bo; Sun, Maosong; Izuha, Tatsuya; Zhang, Dakun (2015)

Representation Learning for Measuring Entity Relatedness with Rich Information. - Zhao, Yu; Liu, Zhiyuan; Sun, Maosong (2015)

Network Representation Learning with Rich Text Information. - Yang, Cheng; Liu, Zhiyuan; Zhao, Deli; Sun, Maosong; Chang, Edward Y. (2015)

PRISM: Profession Identification in Social Media with Personal Information and Community Structure. - Tu, Cunchao; Liu, Zhiyuan; Sun, Maosong (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 (Springer, 2015)

Social Media Processing - 4th National Conference, SMP 2015, Guangzhou, China, November 16-17, 2015, Proceedings (Springer, 2015)

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

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

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

Quantifying Chinese Happiness via Large-Scale Microblogging Data. - Kuang, Chong; Liu, Zhiyuan; Sun, Maosong; Yu, Feng; Ma, Pengfei (2014)

ImgWordle: image and text visualization for events in microblogging services. - Kuang, Chong; Tang, Jiayu; Liu, Zhiyuan; Sun, Maosong (2014)

ASR-Based Input Method for Postal Address Recognition in Chinese Mandarin. - Wei, Ling Feng; Sun, Maosong (2014)

A Neural Reordering Model for Phrase-based Translation. - Li, Peng; Liu, Yang; Sun, Maosong; Izuha, Tatsuya; Zhang, Dakun (2014)

Query Lattice for Translation Retrieval. - Dong, Meiping; Cheng, Yong; Liu, Yang; Xu, Jia; Sun, Maosong; Izuha, Tatsuya; Hao, Jie (2014)

A Unified Model for Word Sense Representation and Disambiguation. - Chen, Xinxiong; Liu, Zhiyuan; Sun, Maosong (2014)

Discriminating gender on Chinese microblog: A study of online behaviour, writing style and preferred vocabulary. - Li, Li; Sun, Maosong; Liu, Zhiyuan (2014)

Inferring Correspondences from Multiple Sources for Microblog User Tags. - Tu, Cunchao; Liu, Zhiyuan; Sun, Maosong (2014)

The design of a live social observatory system. - Luan, Huan-Bo; Li, Juanzi; Sun, Maosong; Chua, Tat-Seng (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 (Springer, 2014)

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

An Extended GHKM Algorithm for Inducing Lambda-SCFG. - Li, Peng; Liu, Yang; Sun, Maosong (2013)

Minimum Error Rate Training for Bilingual News Alignment. - Wang, Can; Liu, Yang; Sun, Maosong (2013)

Exploiting Lexicalized Statistical Patterns in Chinese Linguistic Analysis. - Zhao, Yu; Sun, Maosong (2013)

Recursive Autoencoders for ITG-Based Translation. - Li, Peng; Liu, Yang; Sun, Maosong (2013)

HMeanMax: Placing HMAX and HoG into a unified framework. - Zhang, Yan; Jiang, Qixia; Sun, Maosong (2013)

Measuring and Visualizing Interest Similarity between Microblog Users. - Tang, Jiayu; Liu, Zhiyuan; Sun, Maosong (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 (Springer, 2013)

THUNLP at TAC KBP 2013 in Entity Linking. - Wang, Yan; Lin, Yankai; Liu, Zhiyuan; Sun, Maosong (2013)

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

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

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

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

Word Segmentation on Chinese Mirco-Blog Data with a Linear-Time Incremental Model. - Zhang, Kaixu; Sun, Maosong; Zhou, Changle (2012)

THUTR: A Translation Retrieval System. - Liu, Chunyang; Liu, Qi; Liu, Yang; Sun, Maosong (2012)

Random Walks on Context-Aware Relation Graphs for Ranking Social Tags. - Li, Han; Liu, Zhiyuan; Sun, Maosong (2012)

A Beam Search Algorithm for ITG Word Alignment. - Li, Peng; Liu, Yang; Sun, Maosong (2012)

Expert Finding for Microblog Misinformation Identification. - Liang, Chen; Liu, Zhiyuan; Sun, Maosong (2012)

Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion. - Liu, Zhiyuan; Tu, Cunchao; Sun, Maosong (2012)

Topical Word Trigger Model for Keyphrase Extraction. - Liu, Zhiyuan; Liang, Chen; Sun, Maosong (2012)

Monte Carlo Methods for Maximum Margin Supervised Topic Models. - Jiang, Qixia; Zhu, Jun; Sun, Maosong; Xing, Eric P. (2012)

Particle Mixed Membership Stochastic Block Model. - Zhang, Yan; Jiang, Qixia; Sun, Maosong (2012)

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

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

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

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

Fast Query Recommendation by Search. - Jiang, Qixia; Sun, Maosong (2011)

Semi-Supervised SimHash for Efficient Document Similarity Search. - Jiang, Qixia; Sun, Maosong (2011)

Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method. - Zheng, Yabin; Xie, Lixing; Liu, Zhiyuan; Sun, Maosong; Zhang, Yang; Ru, Liyun (2011)

Is Simhash Achilles? - Jiang, Qixia; Zhang, Yan; Yang, Liner; Sun, Maosong (2011)

Automatic Keyphrase Extraction by Bridging Vocabulary Gap. - Liu, Zhiyuan; Chen, Xinxiong; Zheng, Yabin; Sun, Maosong (2011)

A Simple Word Trigger Method for Social Tag Suggestion. - Liu, Zhiyuan; Chen, Xinxiong; Sun, Maosong (2011)

Extracting Chinese abbreviation-definition pairs from anchor texts. - Xie, Lixing; Zheng, Yabin; Liu, Zhiyuan; Sun, Maosong; Wang, Can-Hui (2011)

CHIME: An Efficient Error-Tolerant Chinese Pinyin Input Method. - Zheng, Yabin; Li, Chen; Sun, Maosong (2011)

Extract Chinese Unknown Words from a Large-scale Corpus Using Morphological and Distributional Evidences. - Zhang, Kaixu; Wang, Ruining; Xue, Ping; Sun, Maosong (2011)

A comparison study of candidate generation for Chinese word segmentation. - Zhang, Kaixu; Sun, Maosong (2011)

THUNLP at TAC KBP 2011 in Entity Linking. - Zhao, Yu; He, Weipeng; Liu, Zhiyuan; Sun, Maosong (2011)

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

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

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

Chinese New Word Detection from Query Logs. - Zhang, Yan; Sun, Maosong; Zhang, Yang (2010)

FolkDiffusion: A Graph-Based Tag Suggestion Method for Folksonomies. - Liu, Zhiyuan; Shi, Chuan; Sun, Maosong (2010)

A Local Generative Model for Chinese Word Segmentation. - Zhang, Kaixu; Sun, Maosong; Xue, Ping (2010)

Domain-Specific Term Rankings Using Topic Models. - Liu, Zhiyuan; Sun, Maosong (2010)

Fast-Champollion: A Fast and Robust Sentence Alignment Algorithm. - Li, Peng; Sun, Maosong; Xue, Ping (2010)

Explore the Structure of Social Tags by Subsumption Relations. - Si, Xiance; Liu, Zhiyuan; Sun, Maosong (2010)

Automatic Keyphrase Extraction via Topic Decomposition. - Liu, Zhiyuan; Huang, Wenyi; Zheng, Yabin; Sun, Maosong (2010)

Tag Allocation Model: Model Noisy Social Annotations by Reason Finding. - Si, Xiance; Sun, Maosong (2010)

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

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

Word Segmentation Standard in Chinese, Japanese and Korean. - Choi, Key-Sun; Isahara, Hitoshi; Kanzaki, Kyoko; Kim, Hansaem; Pak, Seok Mun; Sun, Maosong (2009)

Community Detection on Weighted Networks: A Variational Bayesian Method. - Jiang, Qixia; Zhang, Yan; Sun, Maosong (2009)

Efficient Text Classification Using Term Projection. - Zheng, Yabin; Liu, Zhiyuan; Teng, Shaohua; Sun, Maosong (2009)

Clustering to Find Exemplar Terms for Keyphrase Extraction. - Liu, Zhiyuan; Li, Peng; Zheng, Yabin; Sun, Maosong (2009)

Incorporating User Behaviors in New Word Detection. - Zheng, Yabin; Liu, Zhiyuan; Sun, Maosong; Ru, Liyun; Zhang, Yang (2009)

A statistical method for Uyghur tokenization. - Aisha, Batuer; Sun, Maosong (2009)

Incorporate Web Search Technology to Solve Out-of-Vocabulary Words in Chinese Word Segmentation. - Qiao, Wei; Sun, Maosong (2009)

Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation. - Liu, Zhiyuan; Zheng, Yabin; Sun, Maosong (2009)

Content-based and Graph-based Tag Suggestion. - Si, Xiance; Liu, Zhiyuan; Li, Peng; Jiang, Qixia; Sun, Maosong (2009)

Disambiguating Tags in Blogs. - Si, Xiance; Sun, Maosong (2009)

Multi-modal Multi-label Semantic Indexing of Images Using Unlabeled Data. - Li, Wei; Sun, Maosong (2008)

Full-reference quality diagnosis for video summary. - Liu, Yan; Zhang, Yan; Sun, Maosong; Li, Wenjie (2008)

Text Classification Based on Transfer Learning and Self-Training. - Zheng, Yabin; Teng, Shaohua; Liu, Zhiyuan; Sun, Maosong (2008)

Disyllabic Chinese Word Extraction Based on Character Thesaurus and Semantic Constraints in Word-Formation. - Sun, Maosong; Xu, Dongliang; T'sou, Benjamin Ka-Yin; Lu, Huaming (2008)

Statistical Properties of Overlapping Ambiguities in Chinese Word Segmentation and a Strategy for Their Disambiguation. - Qiao, Wei; Sun, Maosong; Menzel, Wolfgang (2008)

Asymmetrical query recommendation method based on bipartite network resource allocation. - Liu, Zhiyuan; Sun, Maosong (2008)

Leveraging World Knowledge in Chinese Text Classification. - Xu, Shu; Sun, Maosong (2007)

Exploiting Category Information and Document Information to Improve Term Weighting for Text Categorization. - Li, Jingyang; Sun, Maosong (2007)

Scalable Term Selection for Text Categorization. - Li, Jingyang; Sun, Maosong (2007)

Multi-modal Multi-label Semantic Indexing of Images Based on Hybrid Ensemble Learning. - Li, Wei; Sun, Maosong; Habel, Christopher (2007)

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

A Comparison and Semi-Quantitative Analysis of Words and Character-Bigrams as Features in Chinese Text Categorization. - Li, Jingyang; Sun, Maosong; Zhang, Xian (2006)

Incorporating Prior Knowledge into Multi-label Boosting for Cross-Modal Image Annotation and Retrieval. - Li, Wei; Sun, Maosong (2006)

Word Frequency Approximation for Chinese Without Using Manually-Annotated Corpus. - Sun, Maosong; Zhang, Zhengcao; T'sou, Benjamin Ka-Yin; Lu, Huaming (2006)

Automatic Image Annotation Based on WordNet and Hierarchical Ensembles. - Li, Wei; Sun, Maosong (2006)

Semi-supervised Learning for Image Annotation Based on Conditional Random Fields. - Li, Wei; Sun, Maosong (2006)

Word Frequency Approximation for Chinese Using Raw, MM-Segmented and Manually Segmented Corpora. - Qiao, Wei; Sun, Maosong (2006)

An Integrated Approach to Chinese Word Segmentation and Part-of-Speech Tagging. - Sun, Maosong; Xu, Dongliang; Tsou, Benjamin K.; Lu, Huaming (2006)

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

Word Extraction Based on Semantic Constraints in Chinese Word-Formation. - Sun, Maosong; Luo, Shengfen; Tsou, Benjamin K. (2005)

Merging Case Relations into VSM to Improve Information Retrieval Precision. - Wang, Hongtao; Sun, Maosong; Liu, Shaoming (2005)

Transductive Support Vector Machines Using Simulated Annealing. - Sun, Fan; Sun, Maosong (2005)

Automatic Image Annotation Using Maximum Entropy Model. - Li, Wei; Sun, Maosong (2005)

A Method of Recognizing Entity and Relation. - Fan, Xinghua; Sun, Maosong (2005)

Classifying Chinese Texts in Two Steps. - Fan, Xinghua; Sun, Maosong; Choi, Key-Sun; Zhang, Qin (2005)

Raising High-Degree Overlapped Character Bigrams into Trigrams for Dimensionality Reduction in Chinese Text Categorization. - Dejun, Xue; Sun, Maosong (2004)

Eliminating High-Degree Biased Character Bigrams for Dimensionality Reduction in Chinese Text Categorization. - Dejun, Xue; Sun, Maosong (2004)

Two-Character Chinese Word Extraction Based on Hybrid of Internal and Contextual Measures. - Luo, Shengfen; Sun, Maosong (2003)

A Study on Feature Weighting in Chinese Text Categorization. - Dejun, Xue; Sun, Maosong (2003)

Chinese Text Categorization Based on the Binary Weighting Model with Non-binary Smoothing. - Dejun, Xue; Sun, Maosong (2003)

Feature Selection Combining Chi and Constrained IG Weighting Measures in Chinese Text Categorization. - Dejun, Xue; Sun, Maosong (2003)

Covering Ambiguity Resolution in Chinese Word Segmentation Based on Contextual Information. - Luo, Xiao; Sun, Maosong; Tsou, Benjamin K. (2002)

Identification of Chinese Personal Names in Unrestricted Texts. - Cheung, Lawrence Y. L.; Tsou, Benjamin K.; Sun, Maosong (2002)

A prototype of Chinese search engine based on word segmentation techniques. - Liu, Xiaohua; Sun, Maosong (2001)

Hua Yu: A Word-segmented and Part-Of-Speech Tagged Chinese Corpus. - Sun, Maosong; Sun, Honglin; Huang, Changning; Pu, Zhang; Hongbing, Xing; Qiang, Zhou (2000)

Chinese Work Segmentation without Using Lexicon and Hand-crafted Training Data. - Sun, Maosong; Shen, Dayang; Tsou, Benjamin K. (1998)

CSeg&Tagl.0: A Practical Word Segmenter and POS Tagger for Chinese Texts. - Sun, Maosong; Shen, Dayang; Huang, Changning (1997)

Ambiguity Resolution in Chinese Word Segmentation. - Sun, Maosong; T'sou, Benjamin K. (1995)