2025

  • [preprint] SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types

    • Xuanliang Zhang, Dingzirui Wang, Baoxin Wang, Longxu Dou, Xinyuan Lu, Keyan Xu, Dayong Wu, Qingfu Zhu, Wanxiang Che
    • Paper | Code

  • [preprint] MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering

    • Xuanliang Zhang, Dingzirui Wang, Keyan Xu, Qingfu Zhu, Wanxiang Che
    • Paper | Code

2024

  • [COLING 2025] MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL

    • Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che
    • Paper | Code

  • [preprint] In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks

    • Dingzirui Wang, Xuanliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li
    • Paper | Code

  • [EMNLP 2024 Findings] Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL

  • [FCS] A Survey of Table Reasoning with Large Language Models

    • Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che
    • Paper | Project

  • [preprint] FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats

    • Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Baoxin Wang, Dayong Wu, Qingfu Zhu, Wanxiang Che
    • Paper | Code

  • [preprint] DAC: Decomposed Automation Correction for Text-to-SQL

    • Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che
    • Paper | Code

  • [ACL 2024] Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes