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Jian–Guang Lou

  1. Making Large Language Models Better Reasoners with Step-Aware Verifier
    2022/06/06 by Yifei Li, Li, Yifei, Zeqi Lin +12 · 2 voices · 56 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  2. RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation
    2023/03/22 by Fengji Zhang, Zhang, Fengji, Bei Chen +16 · 1 voice · 100 citations
    Computer Science · Decision Sciences · #cs.CL #cs.AI #cs.PL #cs.SE
  3. WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
    2023/08/18 by Haipeng Luo, Qingfeng Sun, Luo, Haipeng +17 · 135 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  4. CodeT: Code Generation with Generated Tests
    2022/07/21 by Bei Chen, Chen, Bei, Fengji Zhang +11 · 80 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
  5. Make Your LLM Fully Utilize the Context
    2024/04/25 by Shengnan An, An, Shengnan, Zexiong Ma +8 · 1 voice · 47 citations
    Computer Science · #Library Science and Information Systems #cs.AI #cs.CL
  6. Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
    2019/05/20 by Jiaqi Guo, Guo, Jiaqi, Zecheng Zhan +11 · 42 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
  7. TAPEX: Table Pre-training via Learning a Neural SQL Executor
    2021/07/16 by Qian Liu, Liu, Qian, Bei Chen +11 · 43 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  8. HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
    2021/08/15 by Zhoujun Cheng, Cheng, Zhoujun, Haoyu Dong +15 · 40 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
  9. Large Language Models Meet NL2Code: A Survey
    2022/12/19 by Daoguang Zan, Bei Chen, Zan, Daoguang +13 · 32 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
  10. Thread of Thought Unraveling Chaotic Contexts
    2023/11/15 by Yucheng Zhou, Zhou, Yucheng, Xiubo Geng +11 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. Learning From Mistakes Makes LLM Better Reasoner
    2023/10/31 by Shengnan An, An, Shengnan, Zexiong Ma +9 · 20 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  12. AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
    2024/08/01 by Mengkang Hu, Pu Zhao, Hu, Mengkang +13 · 26 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  13. LayoutPrompter: Awaken the Design Ability of Large Language Models
    2023/11/11 by Jiawei Lin, Lin, Jiawei, Jiaqi Guo +9 · 18 citations
    Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  14. LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
    2022/08/17 by Zhaoyun Jiang, Jiang, Zhaoyun, Jiaqi Guo +15 · 12 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
  15. You Impress Me: Dialogue Generation via Mutual Persona Perception
    2020/04/11 by Qian Liu, Liu, Qian, Yihong Chen +11 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Persona Design and Applications #Speech and dialogue systems #Topic Modeling
  16. How Do In-Context Examples Affect Compositional Generalization?
    2023/05/08 by Shengnan An, Zeqi Lin, An, Shengnan +11 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. Re-Reading Improves Reasoning in Large Language Models
    2023/09/12 by Xiaohan Xu, Xu, Xiaohan, Chongyang Tao +14 · 3 voices · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  18. CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation
    2022/06/14 by Daoguang Zan, Zan, Daoguang, Bei Chen +15 · 10 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  19. Skill-Based Few-Shot Selection for In-Context Learning
    2023/05/23 by Shengnan An, Bo Zhou, An, Shengnan +13 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. QuanFuzz: Fuzz Testing of Quantum Program
    2018/10/16 by Jiyuan Wang, Wang, Jiyuan, Ming Gao +11 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Software Engineering (cs.SE) #Teaching and Learning Programming
  21. When Language Model Meets Private Library
    2022/10/31 by Daoguang Zan, Bei Chen, Zan, Daoguang +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling #Web Data Mining and Analysis
  22. Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey
    2025/03/28 by Shuaiming Guan, Jindong Wang, Guan, Shengyue +9 · 22 citations
    Computer Science · Medicine · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  23. MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing
    2022/12/27 by Longxu Dou, Yan Gao, Dou, Longxu +11 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  24. LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
    2023/03/21 by Junyi Zhang, Zhang, Junyi, Jiaqi Guo +7 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
  25. Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge
    2023/01/03 by Longxu Dou, Dou, Longxu, Yan Gao +15 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  26. UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL
    2022/03/15 by Longxu Dou, Yan Gao, Dou, Longxu +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  27. Compositional Generalization by Learning Analytical Expressions
    2020/06/18 by Qian Liu, Shengnan An, Liu, Qian +15 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  28. Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents
    2024/03/08 by Jinyang Li, Nan Huo, Li, Jinyang +17 · 8 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies
  29. UFO2: The Desktop AgentOS
    2025/04/20 by Chaoyun Zhang, He Huang, Zhang, Chaoyun +39 · 17 citations
    Decision Sciences · Computer Science · #Personal Information Management and User Behavior #Multi-Agent Systems and Negotiation #Usability and User Interface Design
  30. Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models
    2022/03/07 by Shengnan An, An, Shengnan, Yifei Li +15 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  31. Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation
    2022/12/20 by Xinyu Pi, Bing Wang, Pi, Xinyu +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Large Action Models: From Inception to Implementation
    2024/12/13 by Lu Wang, Fangkai Yang, Wang, Lu +33 · 11 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences #Simulation Techniques and Applications
  33. Question Answering as Programming for Solving Time-Sensitive Questions
    2023/05/23 by Xinyu Zhu, Zhu, Xinyu, Cheng Yang +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  34. A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
    2023/08/24 by Jiawei Lin, Jiaqi Guo, Lin, Jiawei +11 · 4 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation
  35. "What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
    2020/11/09 by Yuntao Li, Li, Yuntao, Bei Chen +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  36. StraGo: Harnessing Strategic Guidance for Prompt Optimization
    2024/10/11 by Yanhong Wu, Wu, Yurong, Yan Gao +13 · 6 citations
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Systems Engineering Methodologies and Applications
  37. Does Deep Learning Learn to Abstract? A Systematic Probing Framework
    2023/02/23 by Shengnan An, An, Shengnan, Zeqi Lin +9 · 2 citations
    Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  38. How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
    2020/02/03 by Qian Liu, Liu, Qian, Bei Chen +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  39. Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
    2020/07/31 by Chunyao Qian, Shizhao Sun, Qian, Chunyao +9 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
  40. Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
    2021/09/22 by Qian Liu, Dejian Yang, Liu, Qian +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  41. Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models
    2024/07/04 by Yuyan Chen, Qiang Fu, Chen, Yuyan +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling