2024

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

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

  • [COLING 2025] Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits

    • Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu and Wanxiang Che

  • [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

  • [AAAI 2024] Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models

  • [JMLC] ConDA: State-Based Data Augmentation for Context-Dependent Text-to-SQL

    • Dingzirui Wang, Longxu Dou, Wanxiang Che, Jiaqi Wang, Jinbo Liu, Lixin Li, Jingan Shang, Lei Tao, Jie Zhang, Cong Fu, Xuri Song
    • Paper

2023

  • [JMLC] UniSAr: a Unified Structure-Aware Autoregressive Language Model for Text-to-SQL Semantic Parsing

    • Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan
    • Paper | Code

  • [AAAI 2023] MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing

    • Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou
    • Paper | Code

  • [EMNLP 2023] Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge

    • Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou
    • Paper | Code

2022

  • [prepint] A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions