Chunyang Li

HKUST. Hong Kong SAR, China.

prof_pic.jpg

Taken in Beijing, China, October 2023.

Hi there! My name is Chunyang Li. I’m a first-year MPhil student in the Department of Computer Science and Engineering at the Hong Kong University of Science and Technology, advised by Prof. Yangqiu Song. I received my Bachelor of Engineering degree from the Department of Computer Science and Technology at Tsinghua University in June 2024. During my undergraduate years, I was fortunate to work under the guidance of Prof. Juanzi Li and Prof. Lei Hou.

My research interests primarily lie in the field of natural language processing, with a particular focus on reasoning capabilities, cognitive evaluation of language models and language grounding.

news

May 16, 2025 Our paper “Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations” has been accepted to the ACL 2025 Findings! :tada: :sparkles: :smile:
Sep 21, 2024 Our paper “MAVEN-Fact: A Large-scale Event Factuality Detection Dataset” has been accepted to the EMNLP 2024 Findings! :tada: :sparkles: :smile:
Jun 28, 2024 Graduated from Tsinghua University with a Bachelor of Engineering degree in Computer Science and Technology. :mortar_board: :tada:

selected publications

  1. Findings of ACL
    Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
    Chunyang Li, Weiqi Wang, Tianshi Zheng, and Yangqiu Song
    2025
    PDF Code
  2. 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
    PDF Code
  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
    PDF
  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
    PDF
  5. 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
    PDF Code
  6. 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
    PDF Code