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Lu, Weiming

  1. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
    2023/03/30 by Yongliang Shen, Shen, Yongliang, Kaitao Song +10 · 2 voices · 207 citations
    Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Multimodal Machine Learning Applications
  2. TaskBench: Benchmarking Large Language Models for Task Automation
    2023/11/30 by Yongliang Shen, Kaitao Song, Shen, Yongliang +15 · 21 citations
    Computer Science · Medicine · Materials Science · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Machine Learning in Materials Science
  3. Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration
    2023/10/13 by Yiquan Wu, Wu, Yiquan, Siying Zhou +14 · 15 citations
    Social Sciences · #Artificial Intelligence in Law #Comparative and International Law Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations
  4. Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
    2024/02/27 by Wenqi Zhang, Ke Tang, Zhang, Wenqi +17 · 16 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow
    2023/06/12 by Wenqi Zhang, Zhang, Wenqi, Yongliang Shen +5 · 11 citations
    Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Computational Engineering #Data Quality and Management #FOS: Computer and information sciences #Finance #and Science (cs.CE)
  6. Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
    2024/01/04 by Zhang, Wenqi, Shen, Yongliang, Wu, Linjuan +4 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. A Survey on (M)LLM-Based GUI Agents
    2025/03/27 by Fei Tang, Haolei Xu, Tang, Fei +27 · 25 citations
    Computer Science · Psychology · #Speech and dialogue systems #AI-based Problem Solving and Planning #Human-Automation Interaction and Safety
  8. Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
    2025/03/27 by Zhang, Wenqi, Wang, Mengna, Liu, Gangao +10 · 22 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models
    2025/05/27 by Dingming Li, Li, Dingming, Hong-Xing Li +21 · 20 citations
    Social Sciences · Computer Science · #Geographic Information Systems Studies #Multimodal Machine Learning Applications
  10. Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
    2024/02/22 by Chang Zong, Zong, Chang, Yuchen Yan +10 · 6 citations
    Computer Science · Decision Sciences · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #I.2.7 #Semantic Web and Ontologies #Topic Modeling
  11. Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
    2021/05/14 by Yongliang Shen, Xinyin Ma, Shen, Yongliang +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  12. Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
    2024/06/29 by He, Mingqian, Shen, Yongliang, Zhang, Wenqi +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. PromptNER: Prompt Locating and Typing for Named Entity Recognition
    2023/05/26 by Shen, Yongliang, Tan, Zeqi, Wu, Shuhui +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. GUI-G2: Gaussian Reward Modeling for GUI Grounding
    2025/07/21 by Fei Tang, Zhangxuan Gu, Tang, Fei +20 · 23 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Topic Modeling
  15. A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction
    2021/01/25 by Shen, Yongliang, Ma, Xinyin, Tang, Yechun +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. STaR-SQL: Self-Taught Reasoner for Text-to-SQL
    2025/02/19 by Mingqian He, He, Mingqian, Yongliang Shen +9 · 7 citations
    Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  17. A Sequence-to-Set Network for Nested Named Entity Recognition
    2021/05/19 by Tan, Zeqi, Shen, Yongliang, Zhang, Shuai +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Let LRMs Break Free from Overthinking via Self-Braking Tuning
    2025/05/20 by Haoran Zhao, Yuchen Yan, Zhao, Haoran +17 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
  19. Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems
    2025/03/09 by Tang, Fei, Shen, Yongliang, Zhang, Hang +7 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. PUMGPT: A Large Vision-Language Model for Product Understanding
    2023/08/18 by Xue, Wei, Zongyi Guo, Baoliang Cui +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. EgoSocialArena: Benchmarking the Social Intelligence of Large Language Models from a First-person Perspective
    2024/10/08 by Guiyang Hou, Wenqi Zhang, Hou, Guiyang +8 · 3 citations
    Social Sciences · #Artificial Intelligence in Law
  22. AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
    2025/03/03 by Xuan Zhang, Zhang, Xuan, Yongliang Shen +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems
  23. Information Re-Organization Improves Reasoning in Large Language Models
    2024/04/22 by Cheng, Xiaoxia, Tan, Zeqi, Xue, Wei +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Adversarial Self-Supervised Data-Free Distillation for Text Classification
    2020/10/10 by Ma, Xinyin, Shen, Yongliang, Fang, Gongfan +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
    2025/06/03 by Siqi Chen, Chen, Siqi, Xinyu Dong +23 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  26. Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
    2024/07/09 by Wenqi Zhang, Zhenglin Cheng, Zhang, Wenqi +19 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  27. DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition
    2022/03/01 by Xinyu Wang, Wang, Xinyu, Yongliang Shen +21 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  28. Parallel Instance Query Network for Named Entity Recognition
    2022/03/20 by Yongliang Shen, Shen, Yongliang, Xiaobin Wang +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models
    2025/10/09 by Li, Hongxing, Li, Dingming, Wang, Zixuan +7 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. DiffusionNER: Boundary Diffusion for Named Entity Recognition
    2023/05/22 by Yongliang Shen, Shen, Yongliang, Kaitao Song +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  31. EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering
    2025/09/29 by Xu, Haolei, Mei, Xinyu, Yan, Yuchen +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind
    2024/07/01 by Guiyang Hou, Hou, Guiyang, Wenqi Zhang +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  33. DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
    2023/05/05 by Tan, Zeqi, Huang, Shen, Jia, Zixia +8 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. An Expression Tree Decoding Strategy for Mathematical Equation Generation
    2023/10/14 by Wenqi Zhang, Zhang, Wenqi, Yongliang Shen +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Model-Driven Software Engineering Techniques
  35. UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning
    2025/09/15 by Lu, Zhengxi, Ye, Jiabo, Tang, Fei +8 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses
    2024/03/14 by Chang Zong, Zong, Chang, Yuyan Chen +9 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  37. 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
    2025/01/01 by Zhang, Wenqi, Zhang, Hang, Li, Xin +6 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training
    2025/04/29 by Linjuan Wu, Wu, Linjuan, Haoran Wei +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  39. LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization
    2025/07/21 by Wu, Xingyu, Yan, Yuchen, Lyu, Shangke +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Hierarchical Budget Policy Optimization for Adaptive Reasoning
    2025/07/21 by Lyu, Shangke, Wu, Linjuan, Yan, Yuchen +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences