vix.ing · top · new · best · stats · spec

Liangming Pan

  1. Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement
    2024/10/06 by Xunjian Yin, Yin, Xunjian, Xinyi Wang +9 · 5 voices · 10 citations
    #cs.AI
  2. Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
    2023/08/06 by Liangming Pan, Michael Saxon, Pan, Liangming +9 · 1 voice · 25 citations
    Computer Science · #cs.CL #cs.AI #cs.LG
  3. Faithful Logical Reasoning via Symbolic Chain-of-Thought
    2024/05/28 by Jundong Xu, Hao Fei, Xu, Jundong +10 · 2 voices · 37 citations
    Computer Science · #Logic, Reasoning, and Knowledge #cs.CL
  4. Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning
    2023/05/20 by Liangming Pan, Pan, Liangming, Alon Albalak +5 · 81 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  5. A Survey on Data Selection for Language Models
    2024/02/26 by Alon Albalak, Yanai Elazar, Albalak, Alon +25 · 42 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  6. Position: AI/ML Influencers Have a Place in the Academic Process
    2024/01/24 by Iain Xie Weissburg, Weissburg, Iain Xie, Mehir Arora +7 · 4 voices · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Online Learning and Analytics #cs.AI #cs.CL #cs.CV #cs.DL #cs.LG #cs.SI
  7. MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
    2024/07/01 by Yubo Ma, Ma, Yubo, Yuhang Zang +29 · 35 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  8. On the Risk of Misinformation Pollution with Large Language Models
    2023/05/23 by Yikang Pan, Liangming Pan, Pan, Yikang +9 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  9. Efficient Online Data Mixing For Language Model Pre-Training
    2023/12/05 by Alon Albalak, Albalak, Alon, Liangming Pan +5 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  10. Fact-Checking Complex Claims with Program-Guided Reasoning
    2023/05/22 by Liangming Pan, Pan, Liangming, Xiaobao Wu +11 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  11. Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
    2023/11/15 by Yuxia Wang, Revanth Gangi Reddy, Wang, Yuxia +23 · 15 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Data Quality and Management #Advanced Data Storage Technologies
  12. Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement
    2024/02/18 by Wenda Xu, Xu, Wenda, Guanglei Zhu +9 · 14 citations
    Computer Science · #Topic Modeling
  13. SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables
    2023/05/22 by Xinyuan Lu, Liangming Pan, Lu, Xinyuan +7 · 9 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. A Survey on Detection of LLMs-Generated Content
    2023/10/24 by Xianjun Yang, Yang, Xianjun, Liangming Pan +11 · 9 citations
    Computer Science · Medicine · #Topic Modeling #Text Readability and Simplification #Artificial Intelligence in Healthcare and Education
  15. MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
    2024/06/20 by Alfonso Amayuelas, Amayuelas, Alfonso, Xianjun Yang +9 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
  16. Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
    2024/02/05 by Xinyi Wang, Alfonso Amayuelas, Wang, Xinyi +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  17. Recent Advances in Neural Question Generation
    2019/05/22 by Liangming Pan, Pan, Liangming, Wenqiang Lei +5 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  18. CausalEval: Towards Better Causal Reasoning in Language Models
    2024/10/22 by Lu Yu, Yu, Longxuan, Delin Chen +15 · 10 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    2024/12/18 by Xiaobao Wu, Wu, Xiaobao, Liangming Pan +16 · 11 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  20. Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment
    2020/10/07 by Liu, Zhiyuan, Yixin Cao, Liangming Pan +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
  21. Zero-shot Fact Verification by Claim Generation
    2021/05/31 by Liangming Pan, Wenhu Chen, Pan, Liangming +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  22. Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
    2023/05/23 by Alfonso Amayuelas, Amayuelas, Alfonso, Wong, Kyle +6 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  23. Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
    2023/10/09 by Xinze Li, Yixin Cao, Li, Xinze +7 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  24. How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
    2025/05/24 by Minglai Yang, Yang, Minglai, Ethan I. Huang +9 · 11 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Interpreting the Robustness of Neural NLP Models to Textual Perturbations
    2021/10/14 by Yunxiang Zhang, Liangming Pan, Zhang, Yunxiang +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models
    2024/10/10 by Sitao Cheng, Cheng, Sitao, Liangming Pan +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. How do Transformers Learn Implicit Reasoning?
    2025/05/29 by Jinhua Ye, Ye, Jiaran, Zijun Yao +19 · 7 citations
    Psychology · Social Sciences · #Child and Animal Learning Development #FOS: Computer and information sciences #Language Development and Disorders #Language and cultural evolution #Machine Learning (cs.LG)
  28. Free local LLMs fail rule-grounded fee computation: 0/840 exact on RuleArena airline
    2024/12/12 by Zhou, Ruiwen, Wenyue Hua, Liangming Pan +9 · 4 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  29. FOLLOWUPQG: Towards Information-Seeking Follow-up Question Generation
    2023/09/10 by Yan Meng, Meng, Yan, Liangming Pan +5 · 2 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling #Multimodal Machine Learning Applications
  30. QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking
    2023/10/11 by Liangming Pan, Pan, Liangming, Xinyuan Lu +5 · 2 citations
    Computer Science · Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
    2024/05/28 by Xiaobao Wu, Wu, Xiaobao, Xinshuai Dong +7 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution
  32. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
    2024/12/22 by Jundong Xu, Xu, Jundong, Fei, Hao +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
  33. Modeling and Leveraging Prerequisite Context in Recommendation
    2022/09/23 by Hengchang Hu, Hu, Hengchang, Liangming Pan +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  34. Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Finance
    2025/03/07 by Fengbin Zhu, Zhu, Fengbin, J.-Y. Li +13 · 1 citation
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Multimedia (cs.MM) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  35. ProEvent: An Event-centric Benchmark for Proactive Agents
    2026/07/20 by Guanzhen Li, Liangming Pan, Leye Wang
    #cs.AI
  36. Where Steering Signals Come From: Activation Source Selection in Activation Steering
    2026/07/28 by Jiaran Ye, Lingxu Ran, Zijun Yao +5
    #cs.CL #cs.AI #cs.LG