个人主页：https://liangmingpan.bio/
主要研究方向
自然语言处理、大语言模型、大模型推理、大模型机理可解释性
个人简介
潘亮铭，永利集团助理教授，计算语言学教育部重点实验室、yl9193永利官网计算语言学研究所研究员、博士生导师（“博雅青年学者”）、国家级青年人才计划获得者。2022年博士毕业于新加坡国立大学，之后先后担任美国加州大学圣塔芭芭拉分校博士后研究员、美国亚利桑那大学信息科学学院助理教授。主要研究方向包括自然语言处理、机器学习、大语言模型等，在国际顶级会议和期刊发表论文60余篇， 包括ACL、EMNLP、NAACL、TACL、COLING、NeurIPS、ICML、AAAI、ACM MM、WWW等。论文曾获ACL 2025 SAC Highlights Award 、NeurIPS 2024 Workshop最佳论文奖、IJCNLP-AACL 2023 Area Chair Award。
科研/教育经历
2025.09-今，助理教授，yl9193永利官网
2024.08-2025.08，助理教授，亚利桑那大学（美国）
2022.12-2024.08，博士后，加州大学圣塔芭芭拉分校（美国）
2018-2022，博士，新加坡国立大学
2014-2017，硕士，清华大学
2010-2014，学士，北京航空航天大学
代表性学术论著
[1] Liangming Pan, Michael Saxon, Wenda Xu, Deepak Nathani, Xinyi Wang, and William Yang Wang. Automatically Correcting Large Language Models: Surveying the Landscape of Diverse Automated Correction Strategies. Transactions of the Association for Computational Linguistics (TACL), 2024.
[2] Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, and William Yang Wang. AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge. ACL 2025. (SAC Highlights Award)
[3] Xinyuan Lu, Liangming Pan*, Yubo Ma, Preslav Nakov, and Min-Yen Kan. TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning. TRL Workshop @ NeurIPS 2024. (Best Paper Runner-up)
[4] Liangming Pan, Alon Albalak, Xinyi Wang, William Yang Wang. Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning. Findings of the 2023 Conference on Empirical Methods in Natural Language Processing. EMNLP 2023.
[5] Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov. Fact-Checking Complex Claims with Program-Guided Reasoning. ACL 2023.
[6] Liangming Pan, Wenhu Chen, Min-Yen Kan, William Yang. Attacking Open-domain Question Answering by Injecting Misinformation. AACL-IJCNLP 2023 (Area Chair Award)
[7] Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang. Zero-shot Fact Verification by Claim Generation. ACL 2021.
[8] Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang. Unsupervised Multi-hop Question Answering by Question Generation. NAACL 2021.
[9] Liangming Pan, Yuxi Xie, Yansong Feng, Min-Yen Kan, Tat-Seng Chua. Semantic Graphs for Deep Question Generation. ACL 2020.
[10] Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua. Multi-modal Cooking Workflow Construction for Food Recipes. ACM MM 2020.
[11] Liangming Pan, Jingjing Chen, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Tat-Seng Chua. A Hybrid Approach for Detecting Prerequisite Relations in Multi-modal Food Recipes. IEEE Transactions on Multimedia. 2020 Dec 9.
[12] Liangming Pan, Chengjiang Li, Juanzi Li, and Jie Tang. Prerequisite Relation Learning for Concepts in MOOCs. ACL 2017.
