Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning - Tianqianjin Lin; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Kun Kuang; Changlong Sun; Cui Huang; Xiaozhong Liu (Expert Syst. Appl., 2025)

Preserving high-order ego-centric topological patterns in node representation in heterogeneous graph - Tianqianjin Lin; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Xurui Li; Hongsong Li; Jiawei Liu; Changlong Sun; Cui Huang; Xiaozhong Liu (Knowl. Based Syst., 2025)

P\(^2\)Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts - Kaiwen Wei; Jie Yao; Jiang Zhong; Yangyang Kang; Jingyuan Zhang; Changlong Sun; Xin Zhang; Fengmao Lv; Li Jin (Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025)

Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification - Ang Li; Yiquan Wu; Ming Cai; Adam Jatowt; Xiang Zhou; Weiming Lu; Changlong Sun; Fei Wu; Kun Kuang (Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025)

Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering - Rujing Yao; Yiquan Wu; Tong Zhang; Xuhui Zhang; Yuting Huang; Yang Wu; Jiayin Yang; Changlong Sun; Fang Wang; Xiaozhong Liu (Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025, 2025)

Social inequality and cultural factors impact the awareness and reaction during the cryptic transmission period of pandemic - Zhuoren Jiang; Xiaozhong Liu; Yangyang Kang; Changlong Sun; Yong-Yeol Ahn; Johan Bollen (CoRR, 2025)

Intelligent Legal Assistant: An Interactive Clarification System for Legal Question Answering - Rujing Yao; Yiquan Wu; Tong Zhang; Xuhui Zhang; Yuting Huang; Yang Wu; Jiayin Yang; Changlong Sun; Fang Wang; Xiaozhong Liu (CoRR, 2025)

AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios - Yuting Huang; Meitong Guo; Yiquan Wu; Ang Li; Xiaozhong Liu; Keting Yin; Changlong Sun; Fei Wu; Kun Kuang (CoRR, 2025)

Exergy Flow as a Unifying Physical Quantity in Applying Dissipative Lagrangian Fluid Mechanics to Integrated Energy Systems - Ke Xu; Yan Qi; Changlong Sun; Dengxin Ai; Jiaojiao Wang; Wenxue He; Fan Yang; Hechen Ren (Entropy, 2024)

Towards human-like perception: Learning structural causal model in heterogeneous graph - Tianqianjin Lin; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Weikang Yuan; Xurui Li; Changlong Sun; Cui Huang; Xiaozhong Liu (Inf. Process. Manag., 2024)

Unleash the Power of Inconsistency-Based Semi-Supervised Active Learning by Dynamic Programming of Curriculum Learning - Jiannan Guo; Yangyang Kang; Xiaolin Li; Wenqiao Zhang; Kun Kuang; Changlong Sun; Siliang Tang; Fei Wu (IEEE Trans. Knowl. Data Eng., 2024)

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery - Pengwei Yan; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Tianqianjin Lin; Changlong Sun; Xiaozhong Liu (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

De-biased Attention Supervision for Text Classification with Causality - Yiquan Wu; Yifei Liu; Ziyu Zhao; Weiming Lu; Yating Zhang; Changlong Sun; Fei Wu; Kun Kuang (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

Enhance Robustness of Language Models against Variation Attack through Graph Integration - Zi Xiong; Lizhi Qing; Yangyang Kang; Jiawei Liu; Hongsong Li; Changlong Sun; Xiaozhong Liu; Wei Lu (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

Evolving Knowledge Distillation with Large Language Models and Active Learning - Chengyuan Liu; Fubang Zhao; Kun Kuang; Yangyang Kang; Zhuoren Jiang; Changlong Sun; Fei Wu (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification - Xurui Li; Kaisong Song; Tianqianjin Lin; Yangyang Kang; Fubang Zhao; Changlong Sun; Xiaozhong Liu (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs - Chengyuan Liu; Shihang Wang; Lizhi Qing; Kun Kuang; Yangyang Kang; Changlong Sun; Fei Wu (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs - Chengyuan Liu; Yangyang Kang; Shihang Wang; Lizhi Qing; Fubang Zhao; Chao Wu; Changlong Sun; Kun Kuang; Fei Wu (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration - Weikang Yuan; Junjie Cao; Zhuoren Jiang; Yangyang Kang; Jun Lin; Kaisong Song; Tianqianjin Lin; Pengwei Yan; Changlong Sun; Xiaozhong Liu (Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 2024)

Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge - Yifei Liu; Yiquan Wu; Ang Li; Yating Zhang; Changlong Sun; Weiming Lu; Fei Wu; Kun Kuang (Findings of the Association for Computational Linguistics: NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024)

Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction - Pengwei Yan; Yangyang Kang; Zhuoren Jiang; Kaisong Song; Tianqianjin Lin; Changlong Sun; Xiaozhong Liu (Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024, 2024)

Evolving Knowledge Distillation with Large Language Models and Active Learning - Chengyuan Liu; Yangyang Kang; Fubang Zhao; Kun Kuang; Zhuoren Jiang; Changlong Sun; Fei Wu (CoRR, 2024)

Enhance Robustness of Language Models Against Variation Attack through Graph Integration - Zi Xiong; Lizhi Qing; Yangyang Kang; Jiawei Liu; Hongsong Li; Changlong Sun; Xiaozhong Liu; Wei Lu (CoRR, 2024)

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs - Chengyuan Liu; Shihang Wang; Yangyang Kang; Lizhi Qing; Fubang Zhao; Changlong Sun; Kun Kuang; Fei Wu (CoRR, 2024)

RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU - Chengyuan Liu; Shihang Wang; Fubang Zhao; Kun Kuang; Yangyang Kang; Weiming Lu; Changlong Sun; Fei Wu (CoRR, 2024)

Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs - Chengyuan Liu; Shihang Wang; Lizhi Qing; Kun Kuang; Yangyang Kang; Changlong Sun; Fei Wu (CoRR, 2024)

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration - Weikang Yuan; Junjie Cao; Zhuoren Jiang; Yangyang Kang; Jun Lin; Kaisong Song; Tianqianjin Lin; Pengwei Yan; Changlong Sun; Xiaozhong Liu (CoRR, 2024)

A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis - Kaisong Song; Yangyang Kang; Jiawei Liu; Xurui Li; Changlong Sun; Xiaozhong Liu (CoRR, 2024)

LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model - Tianqianjin Lin; Pengwei Yan; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Jun Lin; Weikang Yuan; Junjie Cao; Changlong Sun; Xiaozhong Liu (CoRR, 2024)

Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive - Feng Yao; Jingyuan Zhang; Yating Zhang; Xiaozhong Liu; Changlong Sun; Yun Liu; Weixing Shen (Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023)

A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis - Kaisong Song; Yangyang Kang; Jiawei Liu; Xurui Li; Changlong Sun; Xiaozhong Liu (Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023)

Focus-aware Response Generation in Inquiry Conversation - Yiquan Wu; Weiming Lu; Yating Zhang; Adam Jatowt; Jun Feng; Changlong Sun; Fei Wu; Kun Kuang (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction - Yang Wu; Xurui Li; Xuhong Zhang; Yangyang Kang; Changlong Sun; Xiaozhong Liu (Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, 2023)

STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion - Xurui Li; Yue Qin; Rui Zhu; Tianqianjin Lin; Yongming Fan; Yangyang Kang; Kaisong Song; Fubang Zhao; Changlong Sun; Haixu Tang; Xiaozhong Liu (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration - Yiquan Wu; Siying Zhou; Yifei Liu; Weiming Lu; Xiaozhong Liu; Yating Zhang; Changlong Sun; Fei Wu; Kun Kuang (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction - Chengyuan Liu; Fubang Zhao; Yangyang Kang; Jingyuan Zhang; Xiang Zhou; Changlong Sun; Kun Kuang; Fei Wu (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

EQUALS: A Real-world Dataset for Legal Question Answering via Reading Chinese Laws - Andong Chen; Feng Yao; Xinyan Zhao; Yating Zhang; Changlong Sun; Yun Liu; Weixing Shen (Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, ICAIL 2023, Braga, Portugal, June 19-23, 2023, 2023)

ML-LJP: Multi-Law Aware Legal Judgment Prediction - Yifei Liu; Yiquan Wu; Yating Zhang; Changlong Sun; Weiming Lu; Fei Wu; Kun Kuang (Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023, 2023)

Multidimensional Perceptron for Efficient and Explainable Long Text Classification - Yexiang Wang; Yating Zhang; Xiaozhong Liu; Changlong Sun (CoRR, 2023)

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction - Chengyuan Liu; Fubang Zhao; Yangyang Kang; Jingyuan Zhang; Xiang Zhou; Changlong Sun; Fei Wu; Kun Kuang (CoRR, 2023)

PPN: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts - Kaiwen Wei; Jie Yao; Jingyuan Zhang; Yangyang Kang; Fubang Zhao; Yating Zhang; Changlong Sun; Xin Jin; Xin Zhang (CoRR, 2023)

Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction - Yang Wu; Xurui Li; Xuhong Zhang; Yangyang Kang; Changlong Sun; Xiaozhong Liu (CoRR, 2023)

A Chinese Prompt Attack Dataset for LLMs with Evil Content - Chengyuan Liu; Fubang Zhao; Lizhi Qing; Yangyang Kang; Changlong Sun; Kun Kuang; Fei Wu (CoRR, 2023)

Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration - Yiquan Wu; Siying Zhou; Yifei Liu; Weiming Lu; Xiaozhong Liu; Yating Zhang; Changlong Sun; Fei Wu; Kun Kuang (CoRR, 2023)

Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graph - Tianqianjin Lin; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Weikang Yuan; Xurui Li; Changlong Sun; Cui Huang; Xiaozhong Liu (CoRR, 2023)

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery - Pengwei Yan; Kaisong Song; Zhuoren Jiang; Yangyang Kang; Tianqianjin Lin; Changlong Sun; Xiaozhong Liu (CoRR, 2023)

Adaptive multi-task positive-unlabeled learning for joint prediction of multiple chronic diseases using online shopping behaviors - Yongzhen Wang; Jun Lin; Sheng Bi; Changlong Sun; Luo Si; Xiaozhong Liu (Expert Syst. Appl., 2022)

A full-process intelligent trial system for smart court - Bin Wei; Kun Kuang; Changlong Sun; Jun Feng; Yating Zhang; Xinli Zhu; Jianghong Zhou; Yinsheng Zhai; Fei Wu (Frontiers Inf. Technol. Electron. Eng., 2022)

Toward automatic support for leading court debates: a novel task proposal & effective approach of judicial question generation - Changzhen Ji; Yating Zhang; Xiaozhong Liu; Adam Jatowt; Sourav S. Bhowmick; Changlong Sun; Conghui Zhu; Tiejun Zhao (Neural Comput. Appl., 2022)

Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial Documents - Xurui Li; Kaiyuan Liu; Rui Zhu; Yangyang Kang; Changlong Sun; Kaisong Song; Xiaozhong Liu (IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022, 2022)

Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models - Jiawei Liu; Yangyang Kang; Di Tang; Kaisong Song; Changlong Sun; Xiaofeng Wang; Wei Lu; Xiaozhong Liu (Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022, 2022)

Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework - Yiquan Wu; Yifei Liu; Weiming Lu; Yating Zhang; Jun Feng; Changlong Sun; Fei Wu; Kun Kuang (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning - Jiannan Guo; Yangyang Kang; Yu Duan; Xiaozhong Liu; Siliang Tang; Wenqiao Zhang; Kun Kuang; Changlong Sun; Fei Wu (KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022, 2022)

Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning - Jiannan Guo; Yangyang Kang; Yu Duan; Xiaozhong Liu; Siliang Tang; Wenqiao Zhang; Kun Kuang; Changlong Sun; Fei Wu (CoRR, 2022)

Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models - Jiawei Liu; Yangyang Kang; Di Tang; Kaisong Song; Changlong Sun; Xiaofeng Wang; Wei Lu; Xiaozhong Liu (CoRR, 2022)

Chinese E-Romance: Analyzing and Visualizing 7.92 Million Alibaba Valentine's Day Purchases - Yongzhen Wang; Xiaozhong Liu; Yingnan Ju; Katy Börner; Jun Lin; Changlong Sun; Luo Si (Data Inf. Manag., 2021)

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff - Jiawei Liu; Zhe Gao; Yangyang Kang; Zhuoren Jiang; Guoxiu He; Changlong Sun; Xiaozhong Liu; Wei Lu (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling - Yicheng Zou; Lujun Zhao; Yangyang Kang; Jun Lin; Minlong Peng; Zhuoren Jiang; Changlong Sun; Qi Zhang; Xuanjing Huang; Xiaozhong Liu (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders - Yicheng Zou; Jun Lin; Lujun Zhao; Yangyang Kang; Zhuoren Jiang; Changlong Sun; Qi Zhang; Xuanjing Huang; Xiaozhong Liu (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Evidence Aware Neural Pornographic Text Identification for Child Protection - Kaisong Song; Yangyang Kang; Wei Gao; Zhe Gao; Changlong Sun; Xiaozhong Liu (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning - Fubang Zhao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy - Xiyan Fu; Yating Zhang; Tianyi Wang; Xiaozhong Liu; Changlong Sun; Zhenglu Yang (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

A Neural Conversation Generation Model via Equivalent Shared Memory Investigation - Changzhen Ji; Yating Zhang; Xiaozhong Liu; Adam Jatowt; Changlong Sun; Conghui Zhu; Tiejun Zhao (CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, 2021)

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis - Jiawei Liu; Kaisong Song; Yangyang Kang; Guoxiu He; Zhuoren Jiang; Changlong Sun; Wei Lu; Xiaozhong Liu (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels - Jiannan Guo; Haochen Shi; Yangyang Kang; Kun Kuang; Siliang Tang; Zhuoren Jiang; Changlong Sun; Fei Wu; Yueting Zhuang (2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021, 2021)

Overview of Argumentative Text Understanding for AI Debater Challenge - Jian Yuan; Liying Cheng; Ruidan He; Yinzi Li; Lidong Bing; Zhongyu Wei; Qin Liu; Chenhui Shen; Shuonan Zhang; Changlong Sun; Luo Si; Changjian Jiang; et al. (Natural Language Processing and Chinese Computing - 10th CCF International Conference, NLPCC 2021, Qingdao, China, October 13-17, 2021, Proceedings, Part II, 2021)

Legal Judgment Prediction with Multi-Stage Case Representation Learning in the Real Court Setting - Luyao Ma; Yating Zhang; Tianyi Wang; Xiaozhong Liu; Wei Ye; Changlong Sun; Shikun Zhang (SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021, 2021)

Similar Trademark Detection via Semantic, Phonetic and Visual Similarity Information - Yingchi Liu; Quanzhi Li; Changlong Sun; Luo Si (SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021, 2021)

Leveraging online shopping behaviors as a proxy for personal lifestyle choices: New insights into chronic disease prevention literacy (Version 1) - Yongzhen Wang; Xiaozhong Liu; Katy Börner; Jun Lin; Yingnan Ju; Changlong Sun; Luo Si (Zenodo, 2021)
Accessed on YYYY-MM-DD.

Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy - Yongzhen Wang; Xiaozhong Liu; Katy Börner; Jun Lin; Yingnan Ju; Changlong Sun; Luo Si (CoRR, 2021)

Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning - Fubang Zhao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu (CoRR, 2021)

Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting - Luyao Ma; Yating Zhang; Tianyi Wang; Xiaozhong Liu; Wei Ye; Changlong Sun; Shikun Zhang (CoRR, 2021)

A Neural Conversation Generation Model via Equivalent Shared Memory Investigation - Changzhen Ji; Yating Zhang; Xiaozhong Liu; Adam Jatowt; Changlong Sun; Conghui Zhu; Tiejun Zhao (CoRR, 2021)

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis - Jiawei Liu; Kaisong Song; Yangyang Kang; Guoxiu He; Zhuoren Jiang; Changlong Sun; Wei Lu; Xiaozhong Liu (CoRR, 2021)

Dialogue Inspectional Summarization with Factual Inconsistency Awareness - Leilei Gan; Yating Zhang; Kun Kuang; Lin Yuan; Shuo Li; Changlong Sun; Xiaozhong Liu; Fei Wu (CoRR, 2021)

Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning - Jiancheng Wang; Jingjing Wang; Changlong Sun; Shoushan Li; Xiaozhong Liu; Luo Si; Min Zhang; Guodong Zhou (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning - Tianyi Wang; Yating Zhang; Xiaozhong Liu; Changlong Sun; Qiong Zhang (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Legal Artificial Intelligence - Have You Lost a Piece from Jigsaw Puzzle? - Changlong Sun; Yating Zhang; Qiong Zhang; Xiaozhong Liu (Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, AAAI-MAKE 2020, Palo Alto, CA, USA, March 23-25, 2020, Volume I, 2020)

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning - Zhuoren Jiang; Zhe Gao; Yu Duan; Yangyang Kang; Changlong Sun; Qiong Zhang; Xiaozhong Liu (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Aspect Sentiment Classification with Document-level Sentiment Preference Modeling - Xiao Chen; Changlong Sun; Jingjing Wang; Shoushan Li; Luo Si; Min Zhang; Guodong Zhou (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection - Zheng Gao; Lujun Zhao; Heng Huang; Hongsong Li; Changlong Sun; Luo Si; Xiaozhong Liu (ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020), 2020)

Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons - Minlong Peng; Ruotian Ma; Qi Zhang; Lujun Zhao; Mengxi Wei; Changlong Sun; Xuanjing Huang (Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, 2020)

De-Biased Court's View Generation with Causality - Yiquan Wu; Kun Kuang; Yating Zhang; Xiaozhong Liu; Changlong Sun; Jun Xiao; Yueting Zhuang; Luo Si; Fei Wu (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Cross Copy Network for Dialogue Generation - Changzhen Ji; Xin Zhou; Yating Zhang; Xiaozhong Liu; Changlong Sun; Conghui Zhu; Tiejun Zhao (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue - Weisheng Zhang; Kaisong Song; Yangyang Kang; Zhongqing Wang; Changlong Sun; Xiaozhong Liu; Shoushan Li; Min Zhang; Luo Si (Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, 2020)

Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention - Guoxiu He; Yangyang Kang; Zhuoren Jiang; Jiawei Liu; Changlong Sun; Xiaozhong Liu; Wei Lu (Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020, 2020)

Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise - Guoxiu He; Zhe Gao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu; Wei Lu (Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020, 2020)

Legal Intelligence: Algorithmic, Data, and Social Challenges - Changlong Sun; Yating Zhang; Xiaozhong Liu; Fei Wu (Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020, 2020)

Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model - Guoxiu He; Zhe Gao; Zhuoren Jiang; Yangyang Kang; Changlong Sun; Xiaozhong Liu; Wei Lu (CoRR, 2020)

Romance in China: Mining and Visualizing 10 Million Alibaba Valentine Purchases - Yongzhen Wang; Xiaozhong Liu; Yingnan Ju; Katy Börner; Jun Lin; Changlong Sun; Luo Si (CoRR, 2020)

Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning - Tianyi Wang; Yating Zhang; Xiaozhong Liu; Changlong Sun; Qiong Zhang (CoRR, 2020)

Cross Copy Network for Dialogue Generation - Changzhen Ji; Xin Zhou; Yating Zhang; Xiaozhong Liu; Changlong Sun; Conghui Zhu; Tiejun Zhao (CoRR, 2020)

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders - Yicheng Zou; Jun Lin; Lujun Zhao; Yangyang Kang; Zhuoren Jiang; Changlong Sun; Qi Zhang; Xuanjing Huang; Xiaozhong Liu (CoRR, 2020)

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling - Yicheng Zou; Lujun Zhao; Yangyang Kang; Jun Lin; Minlong Peng; Zhuoren Jiang; Changlong Sun; Qi Zhang; Xuanjing Huang; Xiaozhong Liu (CoRR, 2020)

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff - Jiawei Liu; Zhe Gao; Yangyang Kang; Zhuoren Jiang; Guoxiu He; Changlong Sun; Xiaozhong Liu; Wei Lu (CoRR, 2020)

Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network - Jingjing Wang; Changlong Sun; Shoushan Li; Xiaozhong Liu; Luo Si; Min Zhang; Guodong Zhou (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning - Zhuoren Jiang; Jian Wang; Lujun Zhao; Changlong Sun; Yao Lu; Xiaozhong Liu (Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019, 2019)

Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning - Xinyu Duan; Yating Zhang; Lin Yuan; Xin Zhou; Xiaozhong Liu; Tianyi Wang; Ruocheng Wang; Qiong Zhang; Changlong Sun; Fei Wu (Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019, 2019)

Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning - Kaisong Song; Lidong Bing; Wei Gao; Jun Lin; Lujun Zhao; Jiancheng Wang; Changlong Sun; Xiaozhong Liu; Qi Zhang (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning - Jingjing Wang; Changlong Sun; Shoushan Li; Jiancheng Wang; Luo Si; Min Zhang; Xiaozhong Liu; Guodong Zhou (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation - Zhuoren Jiang; Zhe Gao; Guoxiu He; Yangyang Kang; Changlong Sun; Qiong Zhang; Luo Si; Xiaozhong Liu (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis - Kaisong Song; Wei Gao; Lujun Zhao; Jun Lin; Changlong Sun; Xiaozhong Liu (Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, 2019)

Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations - Dong Zhang; Liangqing Wu; Changlong Sun; Shoushan Li; Qiaoming Zhu; Guodong Zhou (Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, 2019)

Legal Intelligence for E-commerce: Multi-task Learning by Leveraging Multiview Dispute Representation - Xin Zhou; Yating Zhang; Xiaozhong Liu; Changlong Sun; Luo Si (Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019, 2019)

Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model - Guoxiu He; Yangyang Kang; Zhe Gao; Zhuoren Jiang; Changlong Sun; Xiaozhong Liu; Wei Lu; Qiong Zhang; Luo Si (Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019, 2019)

Review Response Generation in E-Commerce Platforms with External Product Information - Lujun Zhao; Kaisong Song; Changlong Sun; Qi Zhang; Xuanjing Huang; Xiaozhong Liu (The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019, 2019)

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation - Zhuoren Jiang; Zhe Gao; Guoxiu He; Yangyang Kang; Changlong Sun; Qiong Zhang; Luo Si; Xiaozhong Liu (CoRR, 2019)

Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning - Zhuoren Jiang; Jian Wang; Lujun Zhao; Changlong Sun; Yao Lu; Xiaozhong Liu (CoRR, 2019)

Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning - Jingjing Wang; Changlong Sun; Shoushan Li; Jiancheng Wang; Luo Si; Min Zhang; Xiaozhong Liu; Guodong Zhou (CoRR, 2019)

One vs. Many QA Matching with both Word-level and Sentence-level Attention Network - Lu Wang; Shoushan Li; Changlong Sun; Luo Si; Xiaozhong Liu; Min Zhang; Guodong Zhou (Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018, 2018)

Sentiment Classification towards Question-Answering with Hierarchical Matching Network - Chenlin Shen; Changlong Sun; Jingjing Wang; Yangyang Kang; Shoushan Li; Xiaozhong Liu; Luo Si; Min Zhang; Guodong Zhou (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases - Xin Zhou; Jian Wang; Xu Xie; Changlong Sun; Luo Si (Proceedings of the IJCNLP 2017, Shared Tasks, Taipei, Taiwan, November 27 - December 1, 2017, Shared Tasks, 2017)

Study on Wikipedia for translation mining for CLIR - Jian-Min Yao; Changlong Sun; Yu Hong; Yun-Dong Ge; Qiao-Ming Zhu (International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, July 11-14, 2010, Proceedings, 2010)