| 2026 | AAAI | CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning. | Zechen Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Qiaoming Zhu |
| 2026 | ACL | Evolutionary Guided Decoding: Iterative Value Refinement for LLMs. | Zhenhua Liu, Lijun Li, Ruizhe Chen, Yuxian Jiang, Tong Zhu, Zhaochen Su, Wenliang Chen, Jing Shao |
| 2026 | ACL | IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking. | Zechen Sun, Yuyang Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Guotong Geng, Min Zhang |
| 2025 | ACL | UAQFact: Evaluating Factual Knowledge Utilization of LLMs on Unanswerable Questions. | Chuanyuan Tan, Wenbiao Shao, Hao Xiong, Tong Zhu, Zhenhua Liu, Kai Shi, Wenliang Chen |
| 2025 | COLING | NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models. | Han Han, Tong Zhu, Xiang Zhang, Mengsong Wu, Hao Xiong, Wenliang Chen |
| 2025 | COLING | Learning to Refuse: Towards Mitigating Privacy Risks in LLMs. | Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Wenliang Chen |
| 2025 | IJCNLP | Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data. | Hao Xiong, Chuanyuan Tan, Wenliang Chen |
| 2025 | NAACL | Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts. | Tong Zhu, Daize Dong, Xiaoye Qu, Jiacheng Ruan, Wenliang Chen, Yu Cheng |
| 2024 | AAAI | Reliable Data Generation and Selection for Low-Resource Relation Extraction. | Junjie Yu, Xing Wang, Wenliang Chen |
| 2024 | ACL | Probing Language Models for Pre-training Data Detection. | Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Bing Liu, Haonan Lu, Wenliang Chen |
| 2024 | COLING | Exploring and Mitigating Shortcut Learning for Generative Large Language Models. | Zechen Sun, Yisheng Xiao, Juntao Li, Yixin Ji, Wenliang Chen, Min Zhang |
| 2024 | COLING | MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking. | Tianwen Tang, Tong Zhu, Haodong Liu, Yin Bai, Jia Cheng, Wenliang Chen |
| 2024 | COLING | DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space. | Jianxiang Xiang, Zhenhua Liu, Haodong Liu, Yin Bai, Jia Cheng, Wenliang Chen |
| 2023 | ACL | Early Exit with Disentangled Representation and Equiangular Tight Frame. | Yixin Ji, Jikai Wang, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang |
| 2023 | ACL | SafeConv: Explaining and Correcting Conversational Unsafe Behavior. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu |
| 2023 | EMNLP | Mirror: A Universal Framework for Various Information Extraction Tasks. | Tong Zhu, Junfei Ren, Zijian Yu, Mengsong Wu, Guoliang Zhang, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Min Zhang |
| 2023 | ICASSP | Emotion Recognition in Conversation from Variable-Length Context. | Mian Zhang, Xiabing Zhou, Wenliang Chen, Min Zhang |
| 2023 | ICDAR | CED: Catalog Extraction from Documents. | Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen |
| 2022 | COLING | SelfMix: Robust Learning against Textual Label Noise with Self-Mixup Training. | Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang |
| 2022 | COLING | STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction. | Junjie Yu, Xing Wang, Jiangjiang Zhao, Chunjie Yang, Wenliang Chen |
| 2022 | IJCAI | Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph. | Tong Zhu, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, Min Zhang |
| 2020 | AAAI | Improving Neural Relation Extraction with Positive and Unlabeled Learning. | Zhengqiu He, Wenliang Chen, Yuyi Wang, Wei Zhang, Guanchun Wang, Min Zhang |
| 2020 | COLING | Improving Relation Extraction with Relational Paraphrase Sentences. | Junjie Yu, Tong Zhu, Wenliang Chen, Wei Zhang, Min Zhang |
| 2020 | COLING | Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction. | Tong Zhu, Haitao Wang, Junjie Yu, Xiabing Zhou, Wenliang Chen, Wei Zhang, Min Zhang |
| 2018 | AAAI | SEE: Syntax-Aware Entity Embedding for Neural Relation Extraction. | Zhengqiu He, Wenliang Chen, Zhenghua Li, Meishan Zhang, Wei Zhang, Min Zhang |
| 2018 | AAAI | Adversarial Learning for Chinese NER From Crowd Annotations. | YaoSheng Yang, Meishan Zhang, Wenliang Chen, Wei Zhang, Haofen Wang, Min Zhang |
| 2018 | COLING | Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning. | YaoSheng Yang, Wenliang Chen, Zhenghua Li, Zhengqiu He, Min Zhang |
| 2018 | LREC | M-CNER: A Corpus for Chinese Named Entity Recognition in Multi-Domains. | Qi Lu, YaoSheng Yang, Zhenghua Li, Wenliang Chen, Min Zhang |
| 2016 | ACL | Active Learning for Dependency Parsing with Partial Annotation. | Zhenghua Li, Min Zhang, Yue Zhang, Zhanyi Liu, Wenliang Chen, Hua Wu, Haifeng Wang |
| 2016 | COLING | Distributed Representations for Building Profiles of Users and Items from Text Reviews. | Wenliang Chen, Zhenjie Zhang, Zhenghua Li, Min Zhang |
| 2015 | ACL | Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study. | Zhenghua Li, Jiayuan Chao, Min Zhang, Wenliang Chen |
| 2015 | RecSys | Linear and Non-Linear Models for Purchase Prediction. | Wenliang Chen, Zhenghua Li, Min Zhang |
| 2014 | ACL | Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing. | Zhenghua Li, Min Zhang, Wenliang Chen |
| 2014 | COLING | Dependency Parsing: Past, Present, and Future. | Wenliang Chen, Zhenghua Li, Min Zhang |
| 2014 | COLING | Feature Embedding for Dependency Parsing. | Wenliang Chen, Yue Zhang, Min Zhang |
| 2014 | COLING | Soft Cross-lingual Syntax Projection for Dependency Parsing. | Zhenghua Li, Min Zhang, Wenliang Chen |
| 2013 | ACL | Fast and Accurate Shift-Reduce Constituent Parsing. | Muhua Zhu, Yue Zhang, Wenliang Chen, Min Zhang, Jingbo Zhu |
| 2013 | EMNLP | Semi-Supervised Feature Transformation for Dependency Parsing. | Wenliang Chen, Min Zhang, Yue Zhang |
| 2013 | IJCAI | Smoothing for Bracketing Induction. | Xiangyu Duan, Min Zhang, Wenliang Chen |
| 2012 | ACL | Utilizing Dependency Language Models for Graph-based Dependency Parsing Models. | Wenliang Chen, Min Zhang, Haizhou Li |
| 2011 | EMNLP | SMT Helps Bitext Dependency Parsing. | Wenliang Chen, Jun'ichi Kazama, Min Zhang, Yoshimasa Tsuruoka, Yujie Zhang, Yiou Wang, Kentaro Torisawa, Haizhou Li |
| 2011 | EMNLP | Joint Models for Chinese POS Tagging and Dependency Parsing. | Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen, Haizhou Li |
| 2011 | IJCNLP | Improving Chinese Word Segmentation and POS Tagging with Semi-supervised Methods Using Large Auto-Analyzed Data. | Yiou Wang, Jun'ichi Kazama, Yoshimasa Tsuruoka, Wenliang Chen, Yujie Zhang, Kentaro Torisawa |
| 2010 | ACL | Bitext Dependency Parsing with Bilingual Subtree Constraints. | Wenliang Chen, Jun'ichi Kazama, Kentaro Torisawa |
| 2010 | COLING | Improving Graph-based Dependency Parsing with Decision History. | Wenliang Chen, Jun'ichi Kazama, Yoshimasa Tsuruoka, Kentaro Torisawa |
| 2009 | CoNLL | Multilingual Dependency Learning: Exploiting Rich Features for Tagging Syntactic and Semantic Dependencies. | Hai Zhao, Wenliang Chen, Jun'ichi Kazama, Kiyotaka Uchimoto, Kentaro Torisawa |
| 2009 | CoNLL | Multilingual Dependency Learning: A Huge Feature Engineering Method to Semantic Dependency Parsing. | Hai Zhao, Wenliang Chen, Chunyu Kit, Guodong Zhou |
| 2009 | EMNLP | Improving Dependency Parsing with Subtrees from Auto-Parsed Data. | Wenliang Chen, Jun'ichi Kazama, Kiyotaka Uchimoto, Kentaro Torisawa |
| 2009 | EMNLP | Semantic Dependency Parsing of NomBank and PropBank: An Efficient Integrated Approach via a Large-scale Feature Selection. | Hai Zhao, Wenliang Chen, Chunyu Kit |
| 2008 | COLING | Learning Reliable Information for Dependency Parsing Adaptation. | Wenliang Chen, Youzheng Wu, Hitoshi Isahara |
| 2008 | IJCNLP | Dependency Parsing with Short Dependency Relations in Unlabeled Data. | Wenliang Chen, Daisuke Kawahara, Kiyotaka Uchimoto, Yujie Zhang, Hitoshi Isahara |
| 2007 | EMNLP | A Two-Stage Parser for Multilingual Dependency Parsing. | Wenliang Chen, Yujie Zhang, Hitoshi Isahara |
| 2006 | ACL | An Empirical Study of Chinese Chunking. | Wenliang Chen, Yujie Zhang, Hitoshi Isahara |
| 2005 | IJCNLP | Using Multiple Discriminant Analysis Approach for Linear Text Segmentation. | Jingbo Zhu, Na Ye, Xingzhi Chang, Wenliang Chen, Benjamin K. Tsou |
| 2005 | NLDB | Improving Text Categorization Using Domain Knowledge. | Jingbo Zhu, Wenliang Chen |
| 2004 | CICLING | Automatic Learning Features Using Bootstrapping for Text Categorization. | Wenliang Chen, Jingbo Zhu, Honglin Wu, Tianshun Yao |