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Fei Huang

  1. Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
    2023/11/06 by Le Yu, Yu, Le, Bowen Yu +7 · 1 voice · 110 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
  2. Qwen2.5-Coder Technical Report
    2024/09/18 by Binyuan Hui, Jian Yang, Hui, Binyuan +46 · 2 voices · 300 citations
    Engineering · #Advanced MEMS and NEMS Technologies #cs.CL
  3. Qwen3 Technical Report
    2025/05/14 by An Yang, Yang, An, Anfeng Li +123 · 1 voice · 1824 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications
  4. Qwen2.5 Technical Report
    2024/12/19 by Qwen, :, An Yang +88 · 4 voices · 905 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Machine Learning and Data Classification
  5. Qwen Technical Report
    2023/09/28 by Jinze Bai, Bai, Jinze, Shuai Bai +91 · 622 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  6. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
    2023/05/04 by Jinyang Li, Binyuan Hui, Li, Jinyang +31 · 147 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  7. API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
    2023/04/14 by Minghao Li, Li, Minghao, Bowen Yu +13 · 88 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  8. Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
    2025/06/05 by Yanzhao Zhang, Mingxin Li, Zhang, Yanzhao +21 · 307 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
    2023/11/07 by Qinghao Ye, Ye, Qinghao, Haiyang Xu +16 · 86 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  10. mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
    2023/04/27 by Qinghao Ye, Haiyang Xu, Ye, Qinghao +32 · 73 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  11. ZeroSearch: Incentivize the Search Capability of LLMs without Searching
    2025/05/07 by Haowei Sun, Hao Sun, Sun, Hao +18 · 3 voices · 62 citations
    Computer Science · #cs.CL
  12. Preference Ranking Optimization for Human Alignment
    2023/06/30 by Feifan Song, Song, Feifan, Bowen Yu +11 · 2 voices · 25 citations
    #cs.CL #cs.AI
  13. Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
    2025/05/10 by Zihan Qiu, Zekun Wang, Qiu, Zihan +23 · 3 voices · 40 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare #Big Data and Digital Economy
  14. RRHF: Rank Responses to Align Language Models with Human Feedback without tears
    2023/04/11 by Zheng Yuan, Hongyi Yuan, Yuan, Zheng +9 · 45 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  15. Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
    2024/01/29 by Junyang Wang, Haiyang Xu, Wang, Junyang +13 · 56 citations
    Computer Science · #Mobile Agent-Based Network Management #Optimization and Search Problems #Robotic Path Planning Algorithms
  16. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
    2024/07/29 by Xin Zhang, Yanzhao Zhang, Zhang, Xin +23 · 67 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Topic Modeling
  17. Qwen-AgentWorld: Language World Models for General Agents
    2026/06/23 by Yuxin Zuo, Zikai Xiao, Li Sheng +30 · 14 voices
    #cs.CL
  18. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
    2024/08/09 by Jiabo Ye, Haiyang Xu, Ye, Jiabo +15 · 62 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  19. Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
    2024/06/03 by Junyang Wang, Haiyang Xu, Wang, Junyang +15 · 49 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Peer-to-Peer Network Technologies
  20. Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning
    2023/01/31 by Yunhu Ye, Ye, Yunhu, Binyuan Hui +9 · 28 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. WebWalker: Benchmarking LLMs in Web Traversal
    2025/01/13 by Jing Wu, Wu, Jialong, Yin, Wenbiao +17 · 60 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
  22. Qwen3-VL Technical Report
    2025/11/26 by Shuai Bai, Bai, Shuai, Yuxuan Cai +120 · 126 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Generative Adversarial Networks and Image Synthesis
  23. Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
    2023/12/12 by Chaoya Jiang, Jiang, Chaoya, Haiyang Xu +17 · 24 citations
    Computer Science · Neuroscience · Psychology · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mental Health via Writing #Seismology and Earthquake Studies
  24. Qwen2.5-1M Technical Report
    2025/01/26 by Yang An, Yang, An, B. X. Yu +52 · 44 citations
    Materials Science · #Solidification and crystal growth phenomena
  25. WebDancer: Towards Autonomous Information Seeking Agency
    2025/05/28 by Jing Wu, Wu, Jialong, Baixuan Li +22 · 70 citations
    Computer Science · #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications #Advanced Graph Neural Networks
  26. AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator
    2024/02/15 by Zhihao Fan, Jialong Tang, Fan, Zhihao +13 · 23 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration
    2024/06/03 by Yingwei Ma, Ma, Yingwei, Qingping Yang +9 · 26 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
  28. Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
    2024/06/25 by Minzheng Wang, Wang, Minzheng, Longze Chen +25 · 25 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
  29. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    2024/09/05 by Anwen Hu, Hu, Anwen, Haiyang Xu +14 · 26 citations
    Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Web Data Mining and Analysis
  30. OmniParser: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition
    2024/03/28 by Jianqiang Wan, Wan, Jianqiang, Sibo Song +15 · 20 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Text and Document Classification Technologies
  31. Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning
    2021/09/13 by Runxin Xu, Fuli Luo, Xu, Runxin +11 · 11 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis
  32. How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
    2024/06/09 by Zhenhong Zhou, Hou–Yong Yu, Zhou, Zhenhong +9 · 21 citations
    Economics, Econometrics and Finance · Computer Science · #Law, Economics, and Judicial Systems #Law, AI, and Intellectual Property
  33. Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks
    2025/01/20 by Zhenhailong Wang, Wang, Zhenhailong, Haiyang Xu +13 · 33 citations
    Computer Science · Engineering · #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Transportation and Mobility Innovations
  34. UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
    2023/10/08 by Jiabo Ye, Ye, Jiabo, Anwen Hu +25 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  35. Agent Planning with World Knowledge Model
    2024/05/23 by Shuofei Qiao, Qiao, Shuofei, Runnan Fang +17 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  36. WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
    2025/07/20 by Zhengwei Tao, Jialong Wu, Tao, Zhengwei +23 · 2 voices · 54 citations
    #cs.CL #cs.AI
  37. Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
    2024/01/14 by Weizhou Shen, Shen, Weizhou, Chenliang Li +13 · 14 citations
    Computer Science · #Digital Rights Management and Security #Library Science and Information Systems
  38. WritingBench: A Comprehensive Benchmark for Generative Writing
    2025/03/07 by Yuning Wu, Wu, Yuning, Ming Yan +17 · 29 citations
    Computer Science · Arts and Humanities · #Topic Modeling #Text Readability and Simplification #Digital Humanities and Scholarship
  39. mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
    2023/07/04 by Jiabo Ye, Ye, Jiabo, Anwen Hu +23 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
  40. TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning
    2024/04/25 by Liang Zhang, Anwen Hu, Zhang, Liang +13 · 14 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Video Analysis and Summarization
  41. CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
    2021/06/15 by Ningyu Zhang, Mosha Chen, Zhang, Ningyu +43 · 7 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 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  42. A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions
    2022/08/29 by Bowen Qin, Binyuan Hui, Qin, Bowen +21 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  43. Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
    2023/01/18 by Jinyang Li, Binyuan Hui, Li, Jinyang +17 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  44. EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce
    2023/08/14 by Yangning Li, Shirong Ma, Li, Yangning +15 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  45. RaFe: Ranking Feedback Improves Query Rewriting for RAG
    2024/05/23 by Shengyu Mao, Yong Jiang, Mao, Shengyu +17 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  46. Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement
    2024/11/01 by Yingwei Ma, Rongyu Cao, Ma, Yingwei +17 · 16 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE)
  47. Wider and Deeper LLM Networks are Fairer LLM Evaluators
    2023/08/03 by Xinghua Zhang, Bowen Yu, Zhang, Xinghua +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Natural Language Processing Techniques
  48. Knowledge Mechanisms in Large Language Models: A Survey and Perspective
    2024/07/22 by Mengru Wang, Yunzhi Yao, Wang, Mengru +23 · 11 citations
    Computer Science · #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) #Topic Modeling
  49. Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
    2025/03/03 by Yiming Wang, Pei Zhang, Wang, Yiming +11 · 20 citations
    Computer Science · #Network Packet Processing and Optimization #Speech Recognition and Synthesis
  50. Nonfullerene Acceptor Molecules for Bulk Heterojunction Organic Solar Cells
    2018/03/20 by Guangye Zhang, Jingbo Zhao, Philip C. Y. Chow +6 · 27 citations
    Engineering · Materials Science · #Organic Electronics and Photovoltaics #Conducting polymers and applications #Perovskite Materials and Applications
  51. A Survey on Self-Evolution of Large Language Models
    2024/04/22 by Zhengwei Tao, Ting-En Lin, Tao, Zhengwei +16 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  52. ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy
    2024/03/21 by Zonghan Yang, Yang, Zonghan, Peng Li +9 · 8 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 #Reinforcement Learning in Robotics #Semantic Web and Ontologies
  53. FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
    2024/06/21 by R. W. Xiao, Wentao Ma, Xiao, Ruixuan +13 · 7 citations
    Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning
  54. EvolveSearch: An Iterative Self-Evolving Search Agent
    2025/05/28 by Dingchu Zhang, Zhang, Dingchu, Yida Zhao +18 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  55. Editing Personality for Large Language Models
    2023/10/03 by Shengyu Mao, Mao, Shengyu, Xiaohan Wang +11 · 5 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Law, AI, and Intellectual Property #Library Science and Information Systems
  56. Training-Free Long-Context Scaling of Large Language Models
    2024/02/27 by Chenxin An, Fei Huang, An, Chenxin +11 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  57. Directed Acyclic Transformer for Non-Autoregressive Machine Translation
    2022/05/16 by Fei Huang, Huang, Fei, Hao Zhou +7 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Machine Learning in Bioinformatics
  58. HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training
    2022/12/30 by Qinghao Ye, Ye, Qinghao, Guohai Xu +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  59. LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs -- No Silver Bullet for LC or RAG Routing
    2025/02/14 by Kuan Li, Liwen Zhang, Li, Kuan +10 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Mobile Agent-Based Network Management
  60. A Survey on Out-of-Distribution Detection in NLP
    2023/05/05 by Hao Lang, Lang, Hao, Yinhe Zheng +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  61. Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
    2023/05/19 by Tianshu Yu, Yu, Tianshu, Haoyu Gao +15 · 4 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  62. Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks
    2023/06/07 by Haiyang Xu, Xu, Haiyang, Qinghao Ye +29 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  63. ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models
    2023/09/02 by Chenliang Li, Hehong Chen, Li, Chenliang +25 · 4 citations
    Computer Science · #Topic Modeling
  64. AISHELL-NER: Named Entity Recognition from Chinese Speech
    2022/02/17 by Boli Chen, Chen, Boli, Guangwei Xu +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  65. GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection
    2021/11/29 by Wanwei He, He, Wanwei, Yinpei Dai +21 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  66. A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment
    2023/08/10 by Yingxiu Zhao, Bowen Yu, Zhao, Yingxiu +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  67. On the Learning of Non-Autoregressive Transformers
    2022/06/13 by Fei Huang, Huang, Fei, Tianhua Tao +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  68. Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment
    2024/03/17 by Feifan Song, Song, Feifan, Bowen Yu +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  69. One-Shot Learning as Instruction Data Prospector for Large Language Models
    2023/12/16 by Yunshui Li, Binyuan Hui, Li, Yunshui +20 · 4 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
  70. Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?
    2024/10/02 by Zhenyu Pan, Rongyu Cao, Pan, Zhenyu +13 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
  71. PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
    2025/04/25 by Yiming Wang, Pei Zhang, Wang, Yiming +23 · 11 citations
    Mathematics · Computer Science · #Cognitive and developmental aspects of mathematical skills #Text Readability and Simplification #Topic Modeling
  72. ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
    2025/09/16 by Xixi Wu, Kuan Li, Wu, Xixi +27 · 19 citations
    Computer Science · #Data Management and Algorithms #Web Data Mining and Analysis #Topic Modeling
  73. MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction
    2022/04/23 by Yue Zhang, Zhenghua Li, Zhang, Yue +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  74. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
    2023/11/30 by Anwen Hu, Yaya Shi, Hu, Anwen +17 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
  75. Enabling Weak LLMs to Judge Response Reliability via Meta Ranking
    2024/02/19 by Zijun Liu, Liu, Zijun, Boqun Kou +11 · 3 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Delphi Technique in Research #FOS: Computer and information sciences #Machine Learning (cs.LG)
  76. Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing
    2022/06/28 by Lihan Wang, Wang, Lihan, Bowen Qin +17 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  77. Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization
    2025/02/20 by Zhitao He, Zijun Liu, He, Zhitao +13 · 6 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
  78. Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute
    2025/03/31 by Yingwei Ma, Yongbin Li, Ma, Yingwei +13 · 7 citations
    Computer Science · Decision Sciences · #Advanced Software Engineering Methodologies #Software Engineering Research #Scientific Computing and Data Management
  79. WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
    2025/09/16 by Kuan‐Ching Li, Li, Kuan, Zhongwang Zhang +30 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Web Data Mining and Analysis
  80. MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
    2024/09/09 by Run Luo, Luo, Run, Haonan Zhang +29 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  81. Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation
    2023/05/04 by Haoyu Gao, Gao, Haoyu, Rui Wang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  82. WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
    2025/09/16 by Zijian Li, Xin Guan, Li, Zijian +21 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #Data Analysis with R #FOS: Computer and information sciences
  83. Improving Question Generation with Multi-level Content Planning
    2023/10/20 by Zehua Xia, Qi Gou, Xia, Zehua +11 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  84. WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents
    2025/09/16 by Zile Qiao, Guoxin Chen, Qiao, Zile +29 · 23 citations
    Computer Science · #Semantic Web and Ontologies
  85. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    2024/02/23 by Qiaoyu Tang, Tang, Qiaoyu, Jiawei Chen +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Recommender Systems and Techniques #Topic Modeling
  86. Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
    2024/04/02 by Zhuo Chen, Xinyu Wang, Chen, Zhuo +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications #Topic Modeling
  87. Contrastive Triple Extraction with Generative Transformer
    2020/09/14 by Hongbin Ye, Ye, Hongbin, Ningyu Zhang +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  88. Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment
    2024/05/28 by Keming Lu, Bowen Yu, Lu, Keming +9 · 2 citations
    Business, Management and Accounting · Decision Sciences · Engineering · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sharing Economy and Platforms #Transportation and Mobility Innovations
  89. Conversations and Deliberations: Non-Standard Cosmological Epochs and Expansion Histories
    2024/11/07 by Brian Batell, Keith R. Dienes, Batell, Brian +37 · 2 citations
    Arts and Humanities · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Historical Astronomy and Related Studies #History and Developments in Astronomy #History of Science and Medicine
  90. OntoED: Low-resource Event Detection with Ontology Embedding
    2021/05/23 by Shumin Deng, Deng, Shumin, Ningyu Zhang +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  91. Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking
    2021/06/01 by Yinpei Dai, Hangyu Li, Dai, Yinpei +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
  92. Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
    2021/08/30 by Ningyu Zhang, Zhang, Ningyu, Luoqiu Li +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  93. Absorption dominated high-performance electromagnetic interference shielding epoxy/functionalized reduced graphene oxide/Ni-chains microcellular foam with asymmetric conductive structure
    2022/05/01 by Qiang Gao, Guangcheng Zhang, Yu Zhang +7 · 1 citation
  94. Visual Text Generation in the Wild
    2024/07/19 by Yuanzhi Zhu, Jiawei Liu, Zhu, Yuanzhi +15 · 2 citations
    Health Professions · #Digital Storytelling and Education
  95. ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition
    2021/12/13 by Xinyu Wang, Wang, Xinyu, Min Gui +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  96. IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing
    2024/10/22 by Kang Chen, Qinghe Zhang, Chen, Kang +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Web Data Mining and Analysis
  97. EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
    2025/06/10 by Xinghua Zhang, Zou, Tao, Zhang, Xinghua +8 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  98. Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
    2022/05/10 by Mingyang Chen, Chen, Mingyang, Wen Zhang +11 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  99. Benchmarking Agentic Workflow Generation
    2024/10/10 by Shuofei Qiao, Qiao, Shuofei, Runnan Fang +15 · 2 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Scientific Computing and Data Management
  100. Scaling Agents via Continual Pre-training
    2025/09/16 by Liping Su, Zhen Zhang, Su, Liangcai +37 · 17 citations
    Computer Science · Social Sciences · Engineering · #Hand Gesture Recognition Systems #Wikis in Education and Collaboration #Robot Manipulation and Learning
  101. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
    2025/05/01 by Lang Feng, Feng, Lang, W.C. Tan +13 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Social Robot Interaction and HRI
  102. Learning Trajectory-Word Alignments for Video-Language Tasks
    2023/01/05 by Yang Xu, Zhangzikang Li, Yang, Xu +17 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  103. WebWorld: A Large-Scale World Model for Web Agent Training
    2026/02/16 by Zikai Xiao, Jianhong Tu, Chuhang Zou +7 · 1 voice
    Computer Science · #cs.AI
  104. Language Confusion Gate: Language-Aware Decoding Through Model Self-Distillation
    2025/10/20 by Collin Zhang, Zhang, Collin, Fei Huang +5 · 1 voice
    Computer Science · #Adversarial Robustness in Machine Learning #Natural Language Processing Techniques #Topic Modeling #cs.CL
  105. Agentic Knowledgeable Self-awareness
    2025/04/04 by Shuofei Qiao, Zhisong Qiu, Qiao, Shuofei +19 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications
  106. MetroLoc: Metro Vehicle Mapping and Localization with LiDAR-Camera-Inertial Integration
    2021/11/01 by Yusheng Wang, Weiwei Song, Wang, Yusheng +9 · 1 citation
    Environmental Science · Earth and Planetary Sciences · Engineering · #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage #Robotics and Sensor-Based Localization
  107. AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models
    2025/02/24 by Qin Zhu, Zhu, Qin, Fei Huang +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
  108. NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts
    2023/05/25 by Yue Zhang, Bo Zhang, Zhang, Yue +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  109. Achieving Human Parity on Visual Question Answering
    2023/04/04 by Ming Yan, Haiyang Xu, Chenliang Li +9 · 1 citation
  110. Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model
    2023/07/01 by Jiong Cai, Yong Jiang, Cai, Jiong +23 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Web Data Mining and Analysis #Information Retrieval and Search Behavior
  111. Helicity correlation of neighboring dihadron
    2024/11/30 by Fei Huang, Huang, Fei, Tianbo Liu +4 · 2 citations
    Chemistry · #Molecular spectroscopy and chirality
  112. Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
    2025/01/01 by Weiqi Wu, Shen Huang, Wu, Weiqi +9 · 2 citations
    Computer Science · Decision Sciences · #Topic Modeling #Advanced Text Analysis Techniques #Data Quality and Management
  113. An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms
    2024/10/23 by Ziyang Chen, Xiaobin Wang, Chen, Ziyang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #I.2.7 #Topic Modeling
  114. OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction
    2025/05/26 by Haonan Zhang, Run Luo, Zhang, Haonan +22 · 3 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Social Robot Interaction and HRI #Speech and dialogue systems
  115. Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection
    2024/01/11 by Wei Ye, Chaoya Jiang, Ye, Wei +15 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  116. LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues
    2024/11/21 by Yalan Lin, Yingwei Ma, Lin, Yalan +11 · 2 citations
    Computer Science · Social Sciences · #Digital Rights Management and Security #Artificial Intelligence in Law #Law, AI, and Intellectual Property
  117. From dried bear bile to molecular investigation: A systematic review of the effect of bile acids on cell apoptosis, oxidative stress and inflammation in the brain, across pre-clinical models of neurological, neurodegenerative and neuropsychiatric disorders
    2021/09/30 by Fei Huang, Carmine M. Pariante, Alessandra Borsini · 1 citation
    Neuroscience · Biochemistry, Genetics and Molecular Biology · #Tryptophan and brain disorders #Adenosine and Purinergic Signaling #Neuroinflammation and Neurodegeneration Mechanisms
  118. Model Composition for Multimodal Large Language Models
    2024/02/20 by Chen, Chi, Yiyang Du, Du, Yiyang +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  119. Debate Helps Weak-to-Strong Generalization
    2025/01/21 by Hao Lang, Fei Huang, Lang, Hao +3 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  120. WorldPM: Scaling Human Preference Modeling
    2025/05/15 by Binghai Wang, Wang, Binghai, Runji Lin +35 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  121. A High-Efficiency 142–182-GHz SiGe BiCMOS Power Amplifier With Broadband Slotline-Based Power Combining Technique
    2021/09/01 by Xingcun Li, Wenhua Chen, Shuyang Li +5 · 4 citations
    Engineering · #Radio Frequency Integrated Circuit Design #Microwave Engineering and Waveguides #Advanced Power Amplifier Design
  122. Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model
    2025/10/20 by Yihong Dong, Dong, Yihong, Zhaoyu Ma +21 · 3 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  123. Lepton Number Violation Higgs Decay at Muon Collider
    2025/05/12 by F. Yang, Yang, Fa-Xin, Feng-lan Shao +9 · 2 citations
    Physics and Astronomy · Computer Science · #Particle physics theoretical and experimental studies #Computational Physics and Python Applications #Dark Matter and Cosmic Phenomena
  124. Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement
    2024/08/06 by Le Yu, Bowen Yu, Yu, Le +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  125. The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends
    2024/09/21 by Xinghua Zhang, Zhang, Xinghua, Hou–Yong Yu +9 · 1 citation
    Arts and Humanities · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Translation Studies and Practices
  126. SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization
    2025/05/16 by Huashan Sun, Sun, Huashan, Shengyi Liao +18 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  127. SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
    2025/04/04 by Runnan Fang, Fang, Runnan, Xiaobin Wang +19 · 3 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 #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Robotics and Automated Systems #Semantic Web and Ontologies
  128. In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks
    2024/10/02 by Dingzirui Wang, X. Zhang, Wang, Dingzirui +21 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  129. Test for universality of short-range correlations in pion-induced Drell-Yan Process
    2025/01/13 by Fei Huang, Huang, Fei, Shu-Man Hu +5 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
  130. LLP: LLM-based Product Pricing in E-commerce
    2025/10/10 by Wang, Hairu, You, Sheng, Zhang, Qiheng +9 · 1 citation
    Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  131. PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval
    2026/07/17 by Chu Zhao, Lei Tang, Minghang Li +5 · 1 citation
    #cs.IR
  132. LookME: Lookup-Based Multimodal Embeddings for Layer Injection in Vision-Language Models
    2026/07/14 by Zeyu Xu, Xingzhong Hou, Pengkai Guo +6
    #cs.CV #cs.AI
  133. MagicSelector: Joint Optimization for Agent Tool Selection via Counterfactual Decomposition and Progressive Reranking
    2026/07/20 by HONOR Agentic Search Team, Zhengzong Chen, Lei Tang +27
    Computer Science · #cs.AI #cs.CL #cs.IR