| 2026 | ACL | Diff4TST: Masked Diffusion Language Model for Text Style Transfer. | Xinchen Ma, Gaole He, Yunshi Lan, Weining Qian |
| 2026 | ACL | TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation. | Wenbiao Tao, Xinyuan Li, Yunshi Lan, Weining Qian |
| 2026 | ACL | COCOGEC: Counterfactual Generation for Robust Grammatical Error Correction. | Qianyu Wang, Xiaoman Wang, Yuanyuan Liang, Xinyuan Li, Yunshi Lan |
| 2026 | EACL | Unsupervised Text Style Transfer for Controllable Intensity. | Shuhuan Gu, Wenbiao Tao, Xinchen Ma, Kangkang He, Ye Guo, Xiang Li, Yunshi Lan |
| 2025 | AAAI | TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning. | Xiang Li, Yunshi Lan, Chao Yang |
| 2025 | ACL | ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry. | Qinwen Chen, Wenbiao Tao, Zhiwei Zhu, Mingfan Xi, Liangzhong Guo, Yuan Wang, Wei Wang, Yunshi Lan |
| 2025 | ACL | Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing. | Hanlun Zhu, Yunshi Lan, Xiang Li, Weining Qian |
| 2025 | AIED | NLP and Generative AI for Language Learning and Assessment: Synergies Between Research and Practice. | Zheng Yuan, Mariano Felice, Yunshi Lan, Qiao Wang |
| 2025 | COLING | Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction. | Xinyuan Li, Yunshi Lan |
| 2025 | COLING | UnifiedGEC: Integrating Grammatical Error Correction Approaches for Multi-languages with a Unified Framework. | Yike Zhao, Xiaoman Wang, Yunshi Lan, Weining Qian |
| 2025 | IJCNLP | SEAGraph: Unveiling the Whole Story of Paper Review Comments. | Jianxiang Yu, Jiaqi Tan, Zichen Ding, Jiapeng Zhu, Jiahao Li, Yao Cheng, Qier Cui, Yunshi Lan, Yao Liu, Xiang Li |
| 2025 | NAACL | VisCGEC: Benchmarking the Visual Chinese Grammatical Error Correction. | Xiaoman Wang, Dan Yuan, Xin Liu, Yike Zhao, Xiaoxiao Zhang, Xizhi Chen, Yunshi Lan |
| 2024 | AIED | A Multi-task Automated Assessment System for Essay Scoring. | Shigeng Chen, Yunshi Lan, Zheng Yuan |
| 2024 | CIKM | Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL. | Yuanyuan Liang, Keren Tan, Tingyu Xie, Wenbiao Tao, Siyuan Wang, Yunshi Lan, Weining Qian |
| 2024 | COLING | An LLM-Enhanced Adversarial Editing System for Lexical Simplification. | Keren Tan, Kangyang Luo, Yunshi Lan, Zheng Yuan, Jinlong Shu |
| 2024 | ECCV | MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models. | Xin Liu, Yichen Zhu, Jindong Gu, Yunshi Lan, Chao Yang, Yu Qiao |
| 2024 | EMNLP | Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis. | Jianxiang Yu, Zichen Ding, Jiaqi Tan, Kangyang Luo, Zhenmin Weng, Chenghua Gong, Long Zeng, Renjing Cui, Chengcheng Han, Qiushi Sun, Zhiyong Wu, Yunshi Lan, Xiang Li |
| 2024 | EMNLP | Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting. | Siyi Liu, Yang Li, Jiang Li, Shan Yang, Yunshi Lan |
| 2024 | ICDM | DFDG: Data-Free Dual-Generator Adversarial Distillation for One-Shot Federated Learning. | Kangyang Luo, Shuai Wang, Yexuan Fu, Renrong Shao, Xiang Li, Yunshi Lan, Ming Gao, Jinlong Shu |
| 2024 | IJCAI | Safety of Multimodal Large Language Models on Images and Text. | Xin Liu, Yichen Zhu, Yunshi Lan, Chao Yang, Yu Qiao |
| 2023 | ACL | Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents. | Haowei Du, Yansong Feng, Chen Li, Yang Li, Yunshi Lan, Dongyan Zhao |
| 2023 | ACL | History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. | Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li |
| 2023 | ACL | Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models. | Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim |
| 2023 | CIKM | FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation. | Hanyue Du, Yike Zhao, Qingyuan Tian, Jiani Wang, Lei Wang, Yunshi Lan, Xuesong Lu |
| 2023 | CVPR | GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting. | Kangyang Luo, Xiang Li, Yunshi Lan, Ming Gao |
| 2023 | EMNLP | Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation. | Yuanyuan Liang, Jianing Wang, Hanlun Zhu, Lei Wang, Weining Qian, Yunshi Lan |
| 2023 | EMNLP | R³ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context. | Qingyuan Tian, Hanlun Zhu, Lei Wang, Yang Li, Yunshi Lan |
| 2022 | AAAI | MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers. | Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim |
| 2022 | NAACL | MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. | Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang |
| 2021 | ACL | Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering. | Yunshi Lan, Jing Jiang |
| 2021 | IJCAI | A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions. | Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen |
| 2021 | WSDM | Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals. | Gaole He, Yunshi Lan, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen |
| 2020 | AAAI | Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching. | Shuohang Wang, Yunshi Lan, Yi Tay, Jing Jiang, Jingjing Liu |
| 2020 | ACL | Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases. | Yunshi Lan, Jing Jiang |
| 2019 | ICDM | Multi-hop Knowledge Base Question Answering with an Iterative Sequence Matching Model. | Yunshi Lan, Shuohang Wang, Jing Jiang |
| 2019 | IJCAI | Knowledge Base Question Answering with Topic Units. | Yunshi Lan, Shuohang Wang, Jing Jiang |
| 2018 | COLING | Embedding WordNet Knowledge for Textual Entailment. | Yunshi Lan, Jing Jiang |
| 2016 | APWEB | When a Friend Online is More Than a Friend in Life: Intimate Relationship Prediction in Microblogs. | Yunshi Lan, Mengqi Zhang, Feida Zhu, Jing Jiang, Ee-Peng Lim |