Publications

publications by categories in reversed chronological order.

2024

  1. ACL
    Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
    Jiaxin Bai*, Yicheng Wang*, Tianshi Zheng, Yue Guo, Xin Liu, and Yangqiu Song
    Main Conference of the 62th Annual Meeting of the Association for Computational Linguistics, 2024
    arXiv
  2. EMNLP
    Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
    Zheye Deng, Chunkit Chan, Weiqi Wang, Yuxi Sun, Wei Fan, Tianshi Zheng, Yauwai Yim, and Yangqiu Song
    Main Conference of the 2024 Conference on Empirical Methods in Natural Language Processing (*Oral), 2024
    arXiv Code
  3. Arxiv
    CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge
    Tianshi Zheng*, Jiaxin Bai*, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, and Yangqiu Song
    ArXiv Preprint, 2024
    arXiv
  4. Arxiv
    Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information
    Yauwai Yim*, Chunkit Chan*, Tianyu Shi, Zheye Deng, Wei Fan, Tianshi Zheng, and Yangqiu Song
    ArXiv Preprint, 2024
    arXiv

2023

  1. TMLR
    Sequential Query Encoding for Complex Query Answering on Knowledge Graphs
    Jiaxin Bai*, Tianshi Zheng*, and Yangqiu Song
    Transactions on Machine Learning Research, 2023
    arXiv Code
  2. WMT
    KnowComp Submission for WMT23 Sign Language Translation Task
    Baixuan Xu, Haochen Shi, Tianshi Zheng, Qing Zong, Weiqi Wang, Zhaowei Wang, and Yangqiu Song
    Proceedings of the Eighth Conference on Machine Translation (WMT), 2023
    PDF Code
  3. EMNLP
    TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining
    Qing Zong, Zhaowei Wang, Baixuan Xu, Tianshi Zheng, Haochen Shi, Weiqi Wang, Yangqiu Song, Ginny Y. Wong, and Simon See
    Proceedings of the 10th Workshop on Argument Mining @ EMNLP, 2023
    arXiv Code