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2020 – today
- 2025
[j5]Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che:
A survey of table reasoning with large language models. Frontiers Comput. Sci. 19(9): 199348 (2025)- [j4]Bohan Li, Longxu Dou, Yutai Hou, Yunlong Feng, Honglin Mu, Enbo Wang, Qingfu Zhu, Qinghua Sun, Wanxiang Che:
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. Int. J. Mach. Learn. Cybern. 16(7-8): 4879-4898 (2025) - [j3]Xiachong Feng, Longxu Dou, Minzhi Li, Qinghao Wang, Yu Guo, Haochuan Wang, Chang Ma, Lingpeng Kong:
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios. Trans. Mach. Learn. Res. 2025 (2025) - [c15]Xuanliang Zhang, Dingzirui Wang, Baoxin Wang, Longxu Dou, Xinyuan Lu, Keyan Xu, Dayong Wu, Qingfu Zhu:
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types. ACL (Findings) 2025: 3859-3881 - [c14]Xiachong Feng, Longxu Dou, Lingpeng Kong:
Reasoning Does Not Necessarily Improve Role-Playing Ability. ACL (Findings) 2025: 10301-10314 - [c13]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, Wanxiang Che:
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. COLING 2025: 5071-5081 - [c12]Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che:
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL. COLING 2025: 5789-5806 - [c11]Qian Liu, Xiaosen Zheng, Niklas Muennighoff, Guangtao Zeng, Longxu Dou, Tianyu Pang, Jing Jiang, Min Lin:
RegMix: Data Mixture as Regression for Language Model Pre-training. ICLR 2025 - [c10]Keyu Duan, Yiran Zhao, Zhili Feng, Jinjie Ni, Tianyu Pang, Qian Liu, Tianle Cai, Longxu Dou, Kenji Kawaguchi, Anirudh Goyal, J. Zico Kolter, Michael Qizhe Shieh:
Unnatural Languages Are Not Bugs but Features for LLMs. ICML 2025 - [i31]Longxu Dou, Qian Liu, Fan Zhou, Changyu Chen, Zili Wang, Ziqi Jin, Zichen Liu, Tongyao Zhu, Cunxiao Du, Penghui Yang
, Haonan Wang, Jiaheng Liu, Yongchi Zhao, Xiachong Feng, Xin Mao, Man Tsung Yeung, Kunat Pipatanakul, Fajri Koto, Min Si Thu, Hynek Kydlícek, Zeyi Liu, Qunshu Lin, Sittipong Sripaisarnmongkol, Kridtaphad Sae-Khow, Nirattisai Thongchim, Taechawat Konkaew, Narong Borijindargoon, Anh Dao, Matichon Maneegard, Phakphum Artkaew, Zheng-Xin Yong, Quan Nguyen, Wannaphong Phatthiyaphaibun, Hoang H. Tran, Mike Zhang, Shiqi Chen, Tianyu Pang, Chao Du, Xinyi Wan, Wei Lu, Min Lin:
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs. CoRR abs/2502.12982 (2025) - [i30]Xiachong Feng, Longxu Dou, Lingpeng Kong:
Reasoning Does Not Necessarily Improve Role-Playing Ability. CoRR abs/2502.16940 (2025) - [i29]Keyu Duan, Yiran Zhao, Zhili Feng, Jinjie Ni, Tianyu Pang, Qian Liu, Tianle Cai, Longxu Dou, Kenji Kawaguchi, Anirudh Goyal, J. Zico Kolter, Michael Qizhe Shieh:
Unnatural Languages Are Not Bugs but Features for LLMs. CoRR abs/2503.01926 (2025) - [i28]Keyu Duan, Zichen Liu, Xin Mao, Tianyu Pang, Changyu Chen, Qiguang Chen, Michael Qizhe Shieh, Longxu Dou:
Efficient Process Reward Model Training via Active Learning. CoRR abs/2504.10559 (2025) - [i27]Xiangyan Liu, Jinjie Ni, Zijian Wu, Chao Du, Longxu Dou, Haonan Wang, Tianyu Pang, Michael Qizhe Shieh:
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation. CoRR abs/2504.13055 (2025) - [i26]Hongcheng Gao, Yue Liu, Yufei He, Longxu Dou, Chao Du, Zhijie Deng, Bryan Hooi, Min Lin, Tianyu Pang:
FlowReasoner: Reinforcing Query-Level Meta-Agents. CoRR abs/2504.15257 (2025) - [i25]Dingzirui Wang, Xuanliang Zhang, Rongyu Cao, Longxu Dou, Xianzhen Luo, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li:
Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format. CoRR abs/2506.23133 (2025) - [i24]Guancheng Wan, Leixin Sun, Longxu Dou, Zitong Shi, Fang Wu, Eric Hanchen Jiang, Wenke Huang, Guibin Zhang, Hejia Geng, Xiangru Tang, Zhenfei Yin, Yizhou Sun, Wei Wang:
Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts. CoRR abs/2509.23188 (2025) - [i23]Jinjie Ni, Qian Liu, Chao Du, Longxu Dou, Hang Yan, Zili Wang, Tianyu Pang, Michael Qizhe Shieh:
Training Optimal Large Diffusion Language Models. CoRR abs/2510.03280 (2025) - [i22]Jinjie Ni, Qian Liu, Longxu Dou, Chao Du, Zili Wang, Hang Yan, Tianyu Pang, Michael Qizhe Shieh:
Diffusion Language Models are Super Data Learners. CoRR abs/2511.03276 (2025) - 2024
- [j2]Dingzirui Wang, Longxu Dou, Wanxiang Che, Jiaqi Wang, Jinbo Liu, Lixin Li, Jingan Shang, Lei Tao, Jie Zhang, Cong Fu, Xuri Song:
ConDA: state-based data augmentation for context-dependent text-to-SQL. Int. J. Mach. Learn. Cybern. 15(8): 3157-3168 (2024) - [c9]Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che:
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models. AAAI 2024: 19116-19125 - [c8]Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che:
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes. ACL (1) 2024: 10812-10828 - [c7]Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che:
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL. EMNLP (Findings) 2024: 1193-1207 - [c6]Chaofan Tao, Qian Liu, Longxu Dou, Niklas Muennighoff, Zhongwei Wan, Ping Luo, Min Lin, Ngai Wong:
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies. NeurIPS 2024 - [i21]Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che:
A Survey of Table Reasoning with Large Language Models. CoRR abs/2402.08259 (2024) - [i20]Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che:
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes. CoRR abs/2402.10654 (2024) - [i19]Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che:
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL. CoRR abs/2402.10663 (2024) - [i18]Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che:
Multi-Hop Table Retrieval for Open-Domain Text-to-SQL. CoRR abs/2402.10666 (2024) - [i17]Longxu Dou, Qian Liu, Guangtao Zeng, Jia Guo, Jiahui Zhou, Wei Lu, Min Lin:
Sailor: Open Language Models for South-East Asia. CoRR abs/2404.03608 (2024) - [i16]Qian Liu, Xiaosen Zheng, Niklas Muennighoff, Guangtao Zeng, Longxu Dou, Tianyu Pang, Jing Jiang, Min Lin:
RegMix: Data Mixture as Regression for Language Model Pre-training. CoRR abs/2407.01492 (2024) - [i15]Chaofan Tao, Qian Liu, Longxu Dou, Niklas Muennighoff, Zhongwei Wan, Ping Luo, Min Lin, Ngai Wong:
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies. CoRR abs/2407.13623 (2024) - [i14]Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che:
DAC: Decomposed Automation Correction for Text-to-SQL. CoRR abs/2408.08779 (2024) - [i13]Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Baoxin Wang, Dayong Wu, Qingfu Zhu, Wanxiang Che:
FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats. CoRR abs/2408.08841 (2024) - [i12]Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li:
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks. CoRR abs/2410.01548 (2024) - [i11]Jia Guo, Longxu Dou, Guangtao Zeng, Stanley Kok, Wei Lu, Qian Liu:
SailCompass: Towards Reproducible and Robust Evaluation for Southeast Asian Languages. CoRR abs/2412.01186 (2024) - [i10]Xiachong Feng, Longxu Dou, Ella Li, Qinghao Wang, Haochuan Wang, Yu Guo, Chang Ma, Lingpeng Kong:
A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios. CoRR abs/2412.03920 (2024) - [i9]Xuanliang Zhang, Dingzirui Wang, Baoxin Wang, Longxu Dou, Xinyuan Lu, Keyan Xu, Dayong Wu, Qingfu Zhu, Wanxiang Che:
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types. CoRR abs/2412.11757 (2024) - [i8]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, Wanxiang Che:
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. CoRR abs/2412.12510 (2024) - 2023
- [j1]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Jian-Guang Lou, Dechen Zhan:
UniSAr: a unified structure-aware autoregressive language model for text-to-SQL semantic parsing. Int. J. Mach. Learn. Cybern. 14(12): 4361-4376 (2023) - [c5]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou:
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. AAAI 2023: 12745-12753 - [i7]Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou:
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. CoRR abs/2301.01067 (2023) - [i6]Qian Liu, Fan Zhou, Zhengbao Jiang, Longxu Dou, Min Lin:
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction Tuning. CoRR abs/2304.07995 (2023) - [i5]Bohan Li, Longxu Dou, Yutai Hou, Yunlong Feng, Honglin Mu, Wanxiang Che:
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning. CoRR abs/2304.09402 (2023) - [i4]Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che:
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning. CoRR abs/2308.10585 (2023) - 2022
- [c4]Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou:
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. EMNLP 2022: 5240-5253 - [i3]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Jian-Guang Lou, Wanxiang Che, Dechen Zhan:
UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL. CoRR abs/2203.07781 (2022) - [i2]Dingzirui Wang, Longxu Dou, Wanxiang Che:
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions. CoRR abs/2212.13465 (2022) - [i1]Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou:
MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. CoRR abs/2212.13492 (2022) - 2020
- [c3]Longxu Dou, Yunlong Feng, Yuqiu Ji, Wanxiang Che, Ting Liu:
HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser. CoNLL Shared Task 2020: 65-72
2010 – 2019
- 2019
- [c2]Wanxiang Che, Longxu Dou, Yang Xu, Yuxuan Wang, Yijia Liu, Ting Liu:
HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding. CoNLL Shared Task 2019: 76-85 - 2018
- [c1]Longxu Dou, Guanghui Qin, Jinpeng Wang, Jin-Ge Yao, Chin-Yew Lin:
Data2Text Studio: Automated Text Generation from Structured Data. EMNLP (Demonstration) 2018: 13-18
Coauthor Index
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