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Liangming Pan

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

58

Venues

11

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

58 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLTowards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures.Yutong Gao, Qinglin Meng, Yuan Zhou, Liangming Pan
2026ACLTowards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures.Yi Hu, Jiaqi Gu, Ruxin Wang, Zijun Yao, Hao Peng, Xiaobao Wu, Jianhui Chen, Muhan Zhang, Liangming Pan
2026ACLLEDOM: Reverse Language Model.Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan
2025AAAICombating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning.Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua
2025ACLSeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation.Zijun Yao, Weijian Qi, Liangming Pan, Shulin Cao, Linmei Hu, Weichuan Liu, Lei Hou, Juanzi Li
2025ACLInductionBench: LLMs Fail in the Simplest Complexity Class.Wenyue Hua, Tyler Wong, Fei Sun, Liangming Pan, Adam Jardine, William Yang Wang
2025ACLAntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge.Xiaobao Wu, Liangming Pan, Yuxi Xie, Ruiwen Zhou, Shuai Zhao, Yubo Ma, Mingzhe Du, Rui Mao, Anh Tuan Luu, William Yang Wang
2025ACLAristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework.Jundong Xu, Hao Fei, Meng Luo, Qian Liu, Liangming Pan, William Yang Wang, Preslav Nakov, Mong-Li Lee, Wynne Hsu
2025ACLGdel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement.Xunjian Yin, Xinyi Wang, Liangming Pan, Li Lin, Xiaojun Wan, William Yang Wang
2025ACLRuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios.Ruiwen Zhou, Wenyue Hua, Liangming Pan, Sitao Cheng, Xiaobao Wu, En Yu, William Yang Wang
2025EMNLPConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models.Razvan-Gabriel Dumitru, Darius Peteleaza, Vikas Yadav, Liangming Pan
2025EMNLPHow Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark.Minglai Yang, Ethan Huang, Liang Zhang, Mihai Surdeanu, William Yang Wang, Liangming Pan
2025NAACLTART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning.Xinyuan Lu, Liangming Pan, Yubo Ma, Preslav Nakov, Min-Yen Kan
2025NAACLInvestigating the Transferability of Code Repair for Low-Resource Programming Languages.Kyle Wong, Alfonso Amayuelas, Liangming Pan, William Yang Wang
2025NAACLCausalEval: Towards Better Causal Reasoning in Language Models.Longxuan Yu, Delin Chen, Siheng Xiong, Qingyang Wu, Dawei Li, Zhikai Chen, Xiaoze Liu, Liangming Pan
2025SIGIRLong Context vs. RAG: Strategies for Processing Long Documents in LLMs.Xinze Li, Yushi Bai, Bowen Jin, Fengbin Zhu, Liangming Pan, Yixin Cao
2024ACLKnowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models.Alfonso Amayuelas, Kyle Wong, Liangming Pan, Wenhu Chen, William Yang Wang
2024ACLTowards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution.Xinze Li, Yixin Cao, Liangming Pan, Yubo Ma, Aixin Sun
2024ACLModeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion.Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu
2024ACLFaithful Logical Reasoning via Symbolic Chain-of-Thought.Jundong Xu, Hao Fei, Liangming Pan, Qian Liu, Mong-Li Lee, Wynne Hsu
2024ACLPride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement.Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Wang
2024ACLThe Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models.Shuo Zhang, Liangming Pan, Junzhou Zhao, William Yang Wang
2024EMNLPMultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate.Alfonso Amayuelas, Xianjun Yang, Antonis Antoniades, Wenyue Hua, Liangming Pan, William Yang Wang
2024EMNLPSciAgent: Tool-augmented Language Models for Scientific Reasoning.Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun
2024EMNLPFactcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers.Yuxia Wang, Revanth Gangi Reddy, Zain Muhammad Mujahid, Arnav Arora, Aleksandr Rubashevskii, Jiahui Geng, Osama Mohammed Afzal, Liangming Pan, Nadav Borenstein, Aditya Pillai, Isabelle Augenstein, Iryna Gurevych, Preslav Nakov
2024EMNLPAKEW: Assessing Knowledge Editing in the Wild.Xiaobao Wu, Liangming Pan, William Yang Wang, Anh Tuan Luu
2024EMNLPA Survey on Detection of LLMs-Generated Content.Xianjun Yang, Liangming Pan, Xuandong Zhao, Haifeng Chen, Linda R. Petzold, William Yang Wang, Wei Cheng
2024ICMLUnderstanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation.Xinyi Wang, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang
2024ICMLPosition: AI/ML Influencers Have a Place in the Academic Process.Iain Weissburg, Mehir Arora, Xinyi Wang, Liangming Pan, William Yang Wang
2023AAAIInfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling.Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu
2023ACLModeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation.Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw
2023ACLFact-Checking Complex Claims with Program-Guided Reasoning.Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov
2023EMNLPDoolittle: Benchmarks and Corpora for Academic Writing Formalization.Shizhe Diao, Yongyu Lei, Liangming Pan, Tianqing Fang, Wangchunshu Zhou, Sedrick Scott Keh, Min-Yen Kan, Tong Zhang
2023EMNLPSCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables.Xinyuan Lu, Liangming Pan, Qian Liu, Preslav Nakov, Min-Yen Kan
2023EMNLPMAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models.Deepak Nathani, David Wang, Liangming Pan, William Yang Wang
2023EMNLPLogic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning.Liangming Pan, Alon Albalak, Xinyi Wang, William Yang Wang
2023EMNLPQACheck: A Demonstration System for Question-Guided Multi-Hop Fact-Checking.Liangming Pan, Xinyuan Lu, Min-Yen Kan, Preslav Nakov
2023EMNLPOn the Risk of Misinformation Pollution with Large Language Models.Yikang Pan, Liangming Pan, Wenhu Chen, Preslav Nakov, Min-Yen Kan, William Yang Wang
2023EMNLPINSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback.Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Wang, Lei Li
2023IJCNLPFollowupQG: Towards information-seeking follow-up question generation.Yan Meng, Liangming Pan, Yixin Cao, Min-Yen Kan
2023IJCNLPAttacking Open-domain Question Answering by Injecting Misinformation.Liangming Pan, Wenhu Chen, Min-Yen Kan, William Yang Wang
2023IJCNLPInvestigating Zero- and Few-shot Generalization in Fact Verification.Liangming Pan, Yunxiang Zhang, Min-Yen Kan
2023WWWHashtag-Guided Low-Resource Tweet Classification.Shizhe Diao, Sedrick Scott Keh, Liangming Pan, Zhiliang Tian, Yan Song, Tong Zhang
2022ACLInterpreting the Robustness of Neural NLP Models to Textual Perturbations.Yunxiang Zhang, Liangming Pan, Samson Tan, Min-Yen Kan
2022ACLKQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base.Shulin Cao, Jiaxin Shi, Liangming Pan, Lunyiu Nie, Yutong Xiang, Lei Hou, Juanzi Li, Bin He, Hanwang Zhang
2022COLINGCoHS-CQG: Context and History Selection for Conversational Question Generation.Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
2022COLINGKHANQ: A Dataset for Generating Deep Questions in Education.Huanli Gong, Liangming Pan, Hengchang Hu
2021ACLZero-shot Fact Verification by Claim Generation.Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang
2021NAACLUnsupervised Multi-hop Question Answering by Question Generation.Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang
2020AAAIZero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network.Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, Chong-Wah Ngo, Tat-Seng Chua
2020ACLExpertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen.Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua
2020ACLSemantic Graphs for Generating Deep Questions.Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan
2020COLINGExploring Question-Specific Rewards for Generating Deep Questions.Yuxi Xie, Liangming Pan, Dongzhe Wang, Min-Yen Kan, Yansong Feng
2020CVPRHyperbolic Visual Embedding Learning for Zero-Shot Recognition.Shaoteng Liu, Jingjing Chen, Liangming Pan, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang
2020EMNLPExploring and Evaluating Attributes, Values, and Structures for Entity Alignment.Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Tat-Seng Chua
2017ACLPrerequisite Relation Learning for Concepts in MOOCs.Liangming Pan, Chengjiang Li, Juanzi Li, Jie Tang
2017IJCNLPCourse Concept Extraction in MOOCs via Embedding-Based Graph Propagation.Liangming Pan, Xiaochen Wang, Chengjiang Li, Juanzi Li, Jie Tang
2016KSEMDomain Specific Cross-Lingual Knowledge Linking Based on Similarity Flooding.Liangming Pan, Zhigang Wang, Juanzi Li, Jie Tang