PPaperPicks

Liangming Pan

33 papers at tracked venues · 23 at CORE A* · active 2024–2026

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Venues

ACL ×15EMNLP ×7NAACL ×3NeurIPS ×3ICML ×2AAAI ×1ACM MM ×1SIGIR ×1

Frequent coauthors

Xiaobao Wu
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Jundong Xu
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Xunjian Yin
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Xinze Li
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Alfonso Amayuelas
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Yubo Ma
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Yutong Gao
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Yi Hu
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Longxuan Yu
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Shengqiong Wu
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Razvan-Gabriel Dumitru
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Minglai Yang
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Papers

  1. LEDOM: Reverse Language Model
    ACL 2026 ·
    Xunjian Yin
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  2. Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures
    ACL 2026 ·
    Yutong Gao
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  3. Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
    ACL 2026 ·
    Yi Hu
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  4. AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge
    ACL 2025 ·
    Xiaobao Wu
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  5. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
    ACL 2025 ·
    Jundong Xu
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  6. CausalEval: Towards Better Causal Reasoning in Language Models
    NAACL 2025 ·
    Longxuan Yu
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  7. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    AAAI 2025 ·
    Shengqiong Wu
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  8. ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models
    EMNLP 2025 ·
    Razvan-Gabriel Dumitru
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  9. Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement
    ACL 2025 ·
    Xunjian Yin
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  10. How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
    EMNLP 2025 ·
    Minglai Yang
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  11. How do Transformers Learn Implicit Reasoning?
    NeurIPS 2025 ·
    Jiaran Ye
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  12. InductionBench: LLMs Fail in the Simplest Complexity Class
    ACL 2025 ·
    Wenyue Hua
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  13. Investigating the Transferability of Code Repair for Low-Resource Programming Languages
    NAACL 2025 ·
    Kyle Wong
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  14. Long Context vs. RAG: Strategies for Processing Long Documents in LLMs
    SIGIR 2025 ·
    Xinze Li
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  15. MuSLR: Multimodal Symbolic Logical Reasoning
    NeurIPS 2025 ·
    Jundong Xu
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  16. RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
    ACL 2025 ·
    Ruiwen Zhou
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  17. SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
    ACL 2025 ·
    Zijun Yao
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  18. TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning
    NAACL 2025 ·
    Xinyuan Lu
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  19. Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance
    ACM MM 2025 ·
    Fengbin Zhu
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  20. A Survey on Detection of LLMs-Generated Content
    EMNLP 2024 ·
    Xianjun Yang
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  21. AKEW: Assessing Knowledge Editing in the Wild
    EMNLP 2024 ·
    Xiaobao Wu
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  22. Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
    EMNLP 2024 ·
    Yuxia Wang
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  23. Faithful Logical Reasoning via Symbolic Chain-of-Thought
    ACL 2024 ·
    Jundong Xu
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  24. Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
    ACL 2024 ·
    Alfonso Amayuelas
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  25. MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
    NeurIPS 2024 ·
    Yubo Ma
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  26. Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
    ACL 2024 ·
    Xiaobao Wu
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  27. MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
    EMNLP 2024 ·
    Alfonso Amayuelas
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  28. Position: AI/ML Influencers Have a Place in the Academic Process
    ICML 2024 ·
    Iain Weissburg
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  29. Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement
    ACL 2024 ·
    Wenda Xu
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  30. SciAgent: Tool-augmented Language Models for Scientific Reasoning
    EMNLP 2024 ·
    Yubo Ma
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  31. The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models
    ACL 2024 ·
    Shuo Zhang
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  32. Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
    ACL 2024 ·
    Xinze Li
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  33. Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
    ICML 2024 ·
    Xinyi Wang
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