publications

you can also find my latest publications on Google Scholar.

* indicates equal contributions.

2025

  1. arxiv
    Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
    Chunyang Li, Weiqi Wang, Tianshi Zheng, and Yangqiu Song
    2025
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  2. arxiv
    LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning
    Tianshi Zheng, Jiayang Cheng, Chunyang Li, Haochen Shi, Zihao Wang, and 4 more authors
    2025
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2024

  1. Findings of EMNLP
    MAVEN-Fact: A Large-scale Event Factuality Detection Dataset
    Chunyang Li*, Hao Peng*, Xiaozhi Wang, Yunjia Qi, Lei Hou, and 2 more authors
    In Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
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  2. arxiv
    Event-level Knowledge Editing
    Hao Peng*, Xiaozhi Wang*, Chunyang Li, Kaisheng Zeng, Jiangshan Duo, and 3 more authors
    2024
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  3. ACL
    CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
    Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, and 7 more authors
    In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
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  4. ICLR
    KoLA: Carefully Benchmarking World Knowledge of Large Language Models
    Jifan Yu*, Xiaozhi Wang*, Shangqing Tu*, Shulin Cao, Daniel Zhang-Li, and 30 more authors
    In The Twelfth International Conference on Learning Representations, 2024
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2023

  1. arxiv
    ChatLog: Carefully Evaluating the Evolution of ChatGPT Across Time
    Shangqing Tu*, Chunyang Li*, Jifan Yu, Xiaozhi Wang, Lei Hou, and 1 more author
    2023
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  2. CIKM
    LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts
    Shangqing Tu*, Zheyuan Zhang*, Jifan Yu, Chunyang Li, Siyu Zhang, and 3 more authors
    In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, Birmingham, United Kingdom, 2023
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