Data2Text Studio: Automated Text Generation from Structured Data. - Longxu Dou; Guanghui Qin; Jinpeng Wang 001; Jin-Ge Yao; Chin-Yew Lin (EMNLP (Demonstration), 2018)

HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding. - Wanxiang Che; Longxu Dou; Yang Xu 049; Yuxuan Wang 001; Yijia Liu; Ting Liu 001 (CoNLL Shared Task, 2019)

HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser. - Longxu Dou; Yunlong Feng; Yuqiu Ji; Wanxiang Che; Ting Liu 001 (CoNLL Shared Task, 2020)

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)

From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning. - Qian Liu; Fan Zhou; Zhengbao Jiang; Longxu Dou; Min Lin (CoRR, 2023)

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. - Bohan Li; Longxu Dou; Yutai Hou; Yunlong Feng; Honglin Mu; Wanxiang Che (CoRR, 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)

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies. - Chaofan Tao; Qian Liu 012; Longxu Dou; Niklas Muennighoff; Zhongwei Wan; Ping Luo 002; Min Lin; Ngai Wong 001 (NeurIPS, 2024)

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

Sailor: Open Language Models for South-East Asia. - Longxu Dou; Qian Liu; Guangtao Zeng; Jia Guo; Jiahui Zhou; Wei Lu; Min Lin (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)

SailCompass: Towards Reproducible and Robust Evaluation for Southeast Asian Languages. - Jia Guo; Longxu Dou; Guangtao Zeng; Stanley Kok; Wei Lu; Qian Liu (CoRR, 2024)

A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios. - Xiachong Feng; Longxu Dou; Ella Li; Qinghao Wang; Haochuan Wang; Yu Guo; Chang Ma; Lingpeng Kong (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)

Reasoning Does Not Necessarily Improve Role-Playing Ability. - Xiachong Feng; Longxu Dou; Lingpeng Kong (ACL (Findings), 2025)

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)

RegMix: Data Mixture as Regression for Language Model Pre-training. - Qian Liu 012; Xiaosen Zheng; Niklas Muennighoff; Guangtao Zeng; Longxu Dou; Tianyu Pang; Jing Jiang 001; Min Lin (ICLR, 2025)

A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios. - Xiachong Feng; Longxu Dou; Minzhi Li; Qinghao Wang; Yu Guo; Haochuan Wang; Chang Ma; Lingpeng Kong (Trans. Mach. Learn. Res., 2025)

Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs. - Longxu Dou; Qian Liu 012; Fan Zhou; Changyu Chen; Zili Wang; Ziqi Jin; Zichen Liu; Tongyao Zhu; Cunxiao Du; Penghui Yang 001; Haonan Wang; Jiaheng Liu; et al. (CoRR, 2025)

Unnatural Languages Are Not Bugs but Features for LLMs. - Keyu Duan; Yiran Zhao 006; Zhili Feng; Jinjie Ni; Tianyu Pang; Qian Liu 012; Tianle Cai; Longxu Dou; Kenji Kawaguchi; Anirudh Goyal; J. Zico Kolter; Michael Qizhe Shieh (CoRR, 2025)

Efficient Process Reward Model Training via Active Learning. - Keyu Duan; Zichen Liu; Xin Mao; Tianyu Pang; Changyu Chen; Qiguang Chen; Michael Qizhe Shieh; Longxu Dou (CoRR, 2025)

NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation. - Xiangyan Liu; Jinjie Ni; Zijian Wu 003; Chao Du; Longxu Dou; Haonan Wang; Tianyu Pang; Michael Qizhe Shieh (CoRR, 2025)

FlowReasoner: Reinforcing Query-Level Meta-Agents. - Hongcheng Gao; Yue Liu 008; Yufei He; Longxu Dou; Chao Du; Zhijie Deng; Bryan Hooi; Min Lin; Tianyu Pang (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)

MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. - Bohan Li; Longxu Dou; Yutai Hou; Yunlong Feng; Honglin Mu; Enbo Wang; Qingfu Zhu; Qinghua Sun; Wanxiang Che (Int. J. Mach. Learn. Cybern., 2025)

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