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Longxu Dou

13 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×5EMNLP ×3NeurIPS ×2AAAI ×1ICLR ×1ICML ×1

Frequent coauthors

Dingzirui Wang
×6
Xuanliang Zhang
×5
Qingfu Zhu
×5
Qian Liu
×5
Wanxiang Che
×4
Tianyu Pang
×3
Min Lin
×3
Jinjie Ni
×2
Michael Qizhe Shieh
×2
Niklas Muennighoff
×2
Guangtao Zeng
×2
Rongyu Cao
×1

Papers

  1. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format
    ACL 2026 ·
    Dingzirui Wang
    ,
    Xuanliang Zhang
    ,
    Rongyu Cao
    , Longxu Dou,
    Xianzhen Luo
    ,
    Yingwei Ma
    ,
    Qingfu Zhu
    ,
    Binhua Li
    ,
    Fei Huang
    ,
    Yongbin Li
  2. How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective
    ACL 2026 ·
    Tongyao Zhu
    ,
    Qian Liu
    ,
    Chang Ma
    ,
    Jinghan Zhang
    , Longxu Dou,
    Junxian He
    ,
    Shiqi Chen
  3. DAC: Decomposed Automation Correction for Text-to-SQL
    EMNLP 2025 ·
    Dingzirui Wang
    , Longxu Dou,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    ,
    Wanxiang Che
  4. NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
    NeurIPS 2025 ·
    Xiangyan Liu
    ,
    Jinjie Ni
    ,
    Zijian Wu
    ,
    Chao Du
    , Longxu Dou,
    Haonan Wang
    ,
    Tianyu Pang
    ,
    Michael Qizhe Shieh
  5. Reasoning Does Not Necessarily Improve Role-Playing Ability
    ACL 2025 ·
    Xiachong Feng
    , Longxu Dou,
    Lingpeng Kong
  6. RegMix: Data Mixture as Regression for Language Model Pre-training
    ICLR 2025 ·
    Qian Liu
    ,
    Xiaosen Zheng
    ,
    Niklas Muennighoff
    ,
    Guangtao Zeng
    , Longxu Dou,
    Tianyu Pang
    ,
    Jing Jiang
    ,
    Min Lin
  7. SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types
    ACL 2025 ·
    Xuanliang Zhang
    ,
    Dingzirui Wang
    ,
    Baoxin Wang
    , Longxu Dou,
    Xinyuan Lu
    ,
    Keyan Xu
    ,
    Dayong Wu
    ,
    Qingfu Zhu
  8. Unnatural Languages Are Not Bugs but Features for LLMs
    ICML 2025 ·
    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
  9. Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
    ACL 2024 ·
    Dingzirui Wang
    , Longxu Dou,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    ,
    Wanxiang Che
  10. Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models
    AAAI 2024 ·
    Dingzirui Wang
    , Longxu Dou,
    Wenbin Zhang
    ,
    Junyu Zeng
    ,
    Wanxiang Che
  11. Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL
    EMNLP 2024 ·
    Dingzirui Wang
    , Longxu Dou,
    Xuanliang Zhang
    ,
    Qingfu Zhu
    ,
    Wanxiang Che
  12. Sailor: Open Language Models for South-East Asia
    EMNLP 2024 · Longxu Dou,
    Qian Liu
    ,
    Guangtao Zeng
    ,
    Jia Guo
    ,
    Jiahui Zhou
    ,
    Xin Mao
    ,
    Ziqi Jin
    ,
    Wei Lu
    ,
    Min Lin
  13. Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
    NeurIPS 2024 ·
    Chaofan Tao
    ,
    Qian Liu
    , Longxu Dou,
    Niklas Muennighoff
    ,
    Zhongwei Wan
    ,
    Ping Luo
    ,
    Min Lin
    ,
    Ngai Wong