Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. - Longxu Dou; Yan Gao 002; Xuqi Liu; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Dechen Zhan; Min-Yen Kan; Jian-Guang Lou (EMNLP, 2022)

UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Jian-Guang Lou; Wanxiang Che; Dechen Zhan (CoRR, 2022)

A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions. - Dingzirui Wang; Longxu Dou; Wanxiang Che (CoRR, 2022)

MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Dechen Zhan; Jian-Guang Lou (AAAI, 2023)

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning. - Dingzirui Wang; Longxu Dou; Wenbin Zhang; Junyu Zeng; Wanxiang Che (CoRR, 2023)

UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. - Longxu Dou; Yan Gao 002; Mingyang Pan; Dingzirui Wang; Wanxiang Che; Jian-Guang Lou; Dechen Zhan (Int. J. Mach. Learn. Cybern., 2023)

Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models. - Dingzirui Wang; Longxu Dou; Wenbin Zhang; Junyu Zeng; Wanxiang Che (AAAI, 2024)

Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (ACL (1), 2024)

Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (EMNLP (Findings), 2024)

Multi-Hop Table Retrieval for Open-Domain Text-to-SQL. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

DAC: Decomposed Automation Correction for Text-to-SQL. - Dingzirui Wang; Longxu Dou; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Baoxin Wang; Dayong Wu; Qingfu Zhu; Wanxiang Che (CoRR, 2024)

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks. - Dingzirui Wang; Xuangliang Zhang; Qiguang Chen; Longxu Dou; Xiao Xu 005; Rongyu Cao; Yingwei Ma; Qingfu Zhu; Wanxiang Che; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2024)

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 (CoRR, 2024)

ConDA: state-based data augmentation for context-dependent text-to-SQL. - Dingzirui Wang; Longxu Dou; Wanxiang Che; Jiaqi Wang 003; Jinbo Liu; Lixin Li; Jingan Shang; Lei Tao; Jie Zhang; Cong Fu 014; Xuri Song (Int. J. Mach. Learn. Cybern., 2024)

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 (ACL (Findings), 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 049; Enbo Wang; Qiguang Chen; Bichen Wang; Xiao Xu 005; Yimeng Zhang; Libo Qin 001; et al. (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 (COLING, 2025)

MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering. - Xuanliang Zhang; Dingzirui Wang; Keyan Xu; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval. - Keyan Xu; Dingzirui Wang; Xuanliang Zhang; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals. - Xuanliang Zhang; Dingzirui Wang; Keyan Xu; Qingfu Zhu; Wanxiang Che (CoRR, 2025)

Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format. - Dingzirui Wang; Xuanliang Zhang; Rongyu Cao; Longxu Dou; Xianzhen Luo; Yingwei Ma; Qingfu Zhu; Wanxiang Che; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2025)

V-SYNTHESIS: Task-Agnostic Synthesis of Consistent and Diverse In-Context Demonstrations from Scratch via V-Entropy. - Dingzirui Wang; Xuanliang Zhang; Keyan Xu; Qingfu Zhu; Wanxiang Che; Yang Deng 002 (CoRR, 2025)

A survey of table reasoning with large language models. - Xuanliang Zhang; Dingzirui Wang; Longxu Dou; Qingfu Zhu; Wanxiang Che (Frontiers Comput. Sci., 2025)