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Huang, Xuanjing

  1. Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective
    2024/12/18 by Zhiyuan Zeng, Qinyuan Cheng, Zeng, Zhiyuan +15 · 19 voices · 7 citations
    Decision Sciences · Computer Science · #Auction Theory and Applications #Open Source Software Innovations #Reinforcement Learning in Robotics
  2. Do Large Language Models Know What They Don't Know?
    2023/05/29 by Zhangyue Yin, Qiushi Sun, Yin, Zhangyue +9 · 2 voices · 33 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  3. The Rise and Potential of Large Language Model Based Agents: A Survey
    2023/09/14 by Zhiheng Xi, Wen-Xiang Chen, Xi, Zhiheng +54 · 229 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  4. Memory in the Age of AI Agents
    2025/12/15 by Yuyang Hu, Hu, Yuyang, Shichun Liu +98 · 3 voices · 17 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Ferroelectric and Negative Capacitance Devices #Reinforcement Learning in Robotics #cs.AI #cs.CL
  5. How to Fine-Tune BERT for Text Classification?
    2019/05/14 by Chi Sun, Sun, Chi, Xipeng Qiu +5 · 30 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  6. DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models
    2022/11/28 by Zhengfu He, He, Zhengfu, Tianxiang Sun +7 · 44 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  7. LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
    2023/12/15 by Shihan Dou, Enyu Zhou, Dou, Shihan +29 · 1 voice · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  8. Orthogonal Subspace Learning for Language Model Continual Learning
    2023/10/22 by Wang, Xiao, Chen, Tianze, Ge, Qiming +6 · 46 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models
    2023/03/18 by Ye, Junjie, Chen, Xuanting, Xu, Nuo +12 · 36 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Black-Box Tuning for Language-Model-as-a-Service
    2022/01/10 by Sun, Tianxiang, Shao, Yunfan, Qian, Hong +2 · 20 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Secrets of RLHF in Large Language Models Part I: PPO
    2023/07/11 by Rui Zheng, Zheng, Rui, Shihan Dou +51 · 26 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  12. K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
    2020/02/05 by Ruize Wang, Wang, Ruize, Duyu Tang +15 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. Secrets of RLHF in Large Language Models Part II: Reward Modeling
    2024/01/11 by Binghai Wang, Rui Zheng, Wang, Binghai +51 · 26 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
    2024/02/08 by Zhiheng Xi, Wen-Xiang Chen, Xi, Zhiheng +39 · 1 voice · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
  15. EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models
    2024/06/09 by Mengfei Du, Du, Mengfei, Binhao Wu +7 · 25 citations
    Computer Science · #Multimodal Machine Learning Applications #Semantic Web and Ontologies
  16. Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders
    2024/10/27 by Zhengfu He, Wentao Shu, He, Zhengfu +21 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Video Analysis and Summarization
  17. DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services
    2023/09/20 by Yue, Shengbin, Chen, Wei, Wang, Siyuan +8 · 18 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback
    2024/02/02 by Dou, Shihan, Liu, Yan, Jia, Haoxiang +14 · 19 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  19. Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation
    2024/02/18 by Siyuan Wang, Zhuohan Long, Wang, Siyuan +7 · 18 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  20. Aligning Large Language Models with Human Preferences through Representation Engineering
    2023/12/26 by Wenhao Liu, Xiaohua Wang, Liu, Wenhao +17 · 17 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems
  21. DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation
    2023/08/28 by Zhijie Bao, Wei Chen, Bao, Zhijie +15 · 15 citations
    Computer Science · Health Professions · #Topic Modeling #Interpreting and Communication in Healthcare #Patient-Provider Communication in Healthcare
  22. Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation
    2024/02/26 by Xinyi Mou, Zhongyu Wei, Mou, Xinyi +3 · 17 citations
    Physics and Astronomy · #Opinion Dynamics and Social Influence
  23. Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication
    2023/12/04 by Zhangyue Yin, Yin, Zhangyue, Qiushi Sun +11 · 15 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  24. From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents
    2024/12/04 by Mou, Xinyi, Ding, Xuanwen, He, Qi +8 · 25 citations
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  25. Adversarial Multi-task Learning for Text Classification
    2017/04/19 by Liu, Pengfei, Qiu, Xipeng, Huang, Xuanjing · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
    2024/06/17 by Zhang, Yongting, Chen, Lu, Zheng, Guodong +10 · 19 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Extractive Summarization as Text Matching
    2020/04/19 by Ming Zhong, Zhong, Ming, Pengfei Liu +9 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  28. Searching for Best Practices in Retrieval-Augmented Generation
    2024/07/01 by Xiaohua Wang, Wang, Xiaohua, Zhenhua Wang +24 · 16 citations
    Computer Science · #Recommender Systems and Techniques #Information Retrieval and Search Behavior #Speech and dialogue systems
  29. What's Wrong with Your Code Generated by Large Language Models? An Extensive Study
    2024/07/08 by Dou, Shihan, Jia, Haoxiang, Wu, Shenxi +14 · 17 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  30. VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
    2024/05/27 by Zejun Li, Li, Zejun, Ruipu Luo +7 · 15 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
  31. AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
    2024/06/06 by Zhiheng Xi, Xi, Zhiheng, Yiwen Ding +37 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  32. RMB: Comprehensively Benchmarking Reward Models in LLM Alignment
    2024/10/13 by Zhou, Enyu, Zheng, Guodong, Wang, Binghai +11 · 19 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors
    2023/05/09 by Li, Peng, Sun, Tianxiang, Tang, Qiong +4 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Loose lips sink ships: Mitigating Length Bias in Reinforcement Learning from Human Feedback
    2023/10/08 by Shen, Wei, Zheng, Rui, Zhan, Wenyu +5 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Certified Robustness to Text Adversarial Attacks by Randomized [MASK]
    2021/05/08 by Zeng, Jiehang, Zheng, Xiaoqing, Xu, Jianhan +3 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models
    2024/02/26 by Huijie Lv, Lv, Huijie, Xiao Wang +14 · 12 citations
    Computer Science · #Digital and Cyber Forensics #Privacy-Preserving Technologies in Data
  37. CoLAKE: Contextualized Language and Knowledge Embedding
    2020/10/01 by Tianxiang Sun, Sun, Tianxiang, Yunfan Shao +11 · 7 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  38. Navigating the OverKill in Large Language Models
    2024/01/31 by Chenyu Shi, Xiao Wang, Shi, Chenyu +17 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  39. BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation
    2022/10/14 by Sun, Tianxiang, He, Junliang, Qiu, Xipeng +1 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. BBTv2: Towards a Gradient-Free Future with Large Language Models
    2022/05/23 by Tianxiang Sun, Zhengfu He, Sun, Tianxiang +9 · 7 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 #Speech Recognition and Synthesis
  41. Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective
    2024/01/12 by Tianlong Li, Li, Tianlong, Wang, Zhenghua +7 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  42. Length Generalization of Causal Transformers without Position Encoding
    2024/04/18 by Jie Wang, Wang, Jie, Tao Ji +13 · 11 citations
    Computer Science · #Blind Source Separation Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning
    2023/10/23 by Chen, Wei, Wang, Qiushi, Long, Zefei +8 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. Recurrent Neural Network for Text Classification with Multi-Task Learning
    2016/05/17 by Pengfei Liu, Xipeng Qiu, Liu, Pengfei +3 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  45. SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users
    2025/04/14 by Xinnong Zhang, Jiayu Lin, Zhang, Xinnong +42 · 3 voices · 14 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.CL #cs.CY
  46. Meta Multi-Task Learning for Sequence Modeling
    2018/02/25 by Junkun Chen, Chen, Junkun, Xipeng Qiu +5 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  47. A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets
    2022/04/19 by Chen, Wei, Li, Zhiwei, Fang, Hongyi +7 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  48. EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
    2024/03/18 by Weikang Zhou, Xiao Wang, Zhou, Weikang +38 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
  49. Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement
    2023/05/23 by Zhiheng Xi, Xi, Zhiheng, Senjie Jin +13 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  50. ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives
    2024/11/28 by Yuqian Fu, Fu, Yuqian, Runze Wang +12 · 16 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  51. Towards Efficient NLP: A Standard Evaluation and A Strong Baseline
    2021/10/13 by Xiangyang Liu, Liu, Xiangyang, Tianxiang Sun +17 · 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
  52. LLaMA Beyond English: An Empirical Study on Language Capability Transfer
    2024/01/02 by Jun Zhao, Zhihao Zhang, Zhao, Jun +8 · 8 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
  53. LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration
    2024/02/18 by Jun Zhao, Zhao, Jun, Can Zu +15 · 8 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  54. RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
    2024/01/16 by Ye, Junjie, Wu, Yilong, Gao, Songyang +7 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. Distill Visual Chart Reasoning Ability from LLMs to MLLMs
    2024/10/24 by Wei He, Zhiheng Xi, He, Wei +15 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Semantic Web and Ontologies
  56. ElectionSim: Massive Population Election Simulation Powered by Large Language Model Driven Agents
    2024/10/28 by Xinnong Zhang, Jiayu Lin, Zhang, Xinnong +23 · 11 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  57. VLSBench: Unveiling Visual Leakage in Multimodal Safety
    2024/11/29 by Hu, Xuhao, Liu, Dongrui, Li, Hao +2 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  58. MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models
    2024/06/24 by Liu, Mianxin, Ding, Jinru, Xu, Jie +16 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  59. Early Exiting with Ensemble Internal Classifiers
    2021/05/28 by Tianxiang Sun, Sun, Tianxiang, Yunhua Zhou +13 · 4 citations
    Computer Science · #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
  60. SpanNER: Named Entity Re-/Recognition as Span Prediction
    2021/06/01 by Jinlan Fu, Xuanjing Huang, Fu, Jinlan +3 · 4 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  61. How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks
    2023/03/01 by Xuanting Chen, Junjie Ye, Chen, Xuanting +17 · 5 citations
    Computer Science · Medicine · #68-06 #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2 #Topic Modeling
  62. Case2Code: Scalable Synthetic Data for Code Generation
    2024/07/17 by Yunfan Shao, Shao, Yunfan, Linyang Li +25 · 8 citations
    Computer Science · #Statistical and Computational Modeling
  63. Learning Sparse Sharing Architectures for Multiple Tasks
    2019/11/12 by Tianxiang Sun, Yunfan Shao, Sun, Tianxiang +11 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
  64. Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision
    2024/11/25 by Zhiheng Xi, Xi, Zhiheng, Dingwen Yang +43 · 11 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  65. ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
    2025/01/05 by Junjie Ye, Zhengyin Du, Ye, Junjie +23 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  66. TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
    2023/10/10 by Xiao Wang, Yuansen Zhang, Wang, Xiao +21 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  67. AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios
    2024/10/25 by Xinyi Mou, Mou, Xinyi, Jingcong Liang +19 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  68. DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks
    2019/07/25 by Zehui Lin, Zehui, Lin, Pengfei Liu +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
  69. Advancing Parameter Efficiency in Fine-tuning via Representation Editing
    2024/02/23 by Wu, Muling, Liu, Wenhao, Wang, Xiaohua +7 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  70. ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
    2024/01/01 by Junjie Ye, Ye, Junjie, Guanyu Li +20 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  71. SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation
    2023/08/29 by Changze Lv, Tianlong Li, Lv, Changze +13 · 4 citations
    Engineering · #Advanced Memory and Neural Computing #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Robotics and Automated Systems
  72. Making Harmful Behaviors Unlearnable for Large Language Models
    2023/11/02 by Xin Zhou, Yi Lu, Zhou, Xin +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  73. AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
    2025/09/10 by Zhiheng Xi, Jixuan Huang, Xi, Zhiheng +46 · 2 voices · 16 citations
    Computer Science · #cs.LG #cs.AI #cs.CL
  74. Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning
    2022/10/14 by Tianxiang Sun, Sun, Tianxiang, Zhengfu He +7 · 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
  75. Searching for Effective Neural Extractive Summarization: What Works and What's Next
    2019/07/08 by Ming Zhong, Zhong, Ming, Pengfei Liu +7 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  76. Scaling Laws for Fact Memorization of Large Language Models
    2024/06/22 by Xingyu Lu, Xiaonan Li, Lu, Xingyu +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  77. LongHeads: Multi-Head Attention is Secretly a Long Context Processor
    2024/02/16 by Lu, Yi, Zhou, Xin, He, Wei +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  78. DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels
    2024/09/04 by Zhe Xu, Xu, Zhe, Jiasheng Ye +19 · 1 voice · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
  79. GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge
    2019/08/20 by Luyao Huang, Huang, Luyao, Chi Sun +4 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  80. Unveiling Linguistic Regions in Large Language Models
    2024/02/22 by Zhihao Zhang, Zhang, Zhihao, Jun Zhao +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  81. Adversarial Multi-Criteria Learning for Chinese Word Segmentation
    2017/04/25 by Xinchi Chen, Zhan Shi, Chen, Xinchi +5 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  82. Toward Diverse Text Generation with Inverse Reinforcement Learning
    2018/04/30 by Zhan Shi, Xinchi Chen, Shi, Zhan +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  83. Template-free Prompt Tuning for Few-shot NER
    2021/09/28 by Ruotian Ma, Ma, Ruotian, Xin Zhou +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  84. LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
    2024/06/29 by Ying, Jiahao, Lin, Mingbao, Cao, Yixin +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  85. From Hypergraph Energy Functions to Hypergraph Neural Networks
    2023/06/16 by Wang, Yuxin, Gan, Quan, Qiu, Xipeng +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  86. Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
    2024/02/02 by Changze Lv, Yansen Wang, Lv, Changze +9 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Time Series Analysis and Forecasting
  87. Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
    2020/12/14 by Zou, Yicheng, Zhao, Lujun, Kang, Yangyang +7 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  88. Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
    2024/10/15 by Li, Shuo, Ji, Tao, Fan, Xiaoran +10 · 5 citations
    #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)
  89. Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
    2023/10/18 by Rui Zheng, Wei Shen, Zheng, Rui +20 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  90. MouSi: Poly-Visual-Expert Vision-Language Models
    2024/01/30 by Xiaoran Fan, Tao Ji, Fan, Xiaoran +45 · 4 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
  91. LLMEval: A Preliminary Study on How to Evaluate Large Language Models
    2023/12/12 by Zhang, Yue, Zhang, Ming, Yuan, Haipeng +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  92. Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
    2024/06/20 by Qin Zhu, Zhu, Qin, Qingyuan Cheng +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  93. MLLMs are Deeply Affected by Modality Bias
    2025/05/24 by Zheng, Xu, Liao, Chenfei, Fu, Yuqian +15 · 11 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  94. LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
    2025/06/04 by Zhang, Ming, Shen, Yujiong, Li, Zelin +13 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  95. Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric
    2025/02/24 by Yang, Yuming, Nan, Yang, Ye, Junjie +8 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  96. A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation
    2022/03/03 by Sun, Tianxiang, Liu, Xiangyang, Zhu, Wei +7 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  97. Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM
    2024/03/12 by Liang, Jingcong, Ye, Rong, Han, Meng +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  98. Improving RL Exploration for LLM Reasoning through Retrospective Replay
    2025/04/19 by Dou, Shihan, Wu, Muling, Xu, Jingwen +4 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  99. LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition
    2024/02/22 by Junjie Ye, Ye, Junjie, Nuo Xu +11 · 3 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  100. CoNT: Contrastive Neural Text Generation
    2022/05/29 by Chenxin An, Jiangtao Feng, An, Chenxin +8 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  101. Are Large Language Models Good Prompt Optimizers?
    2024/02/03 by Ruotian Ma, Xiaolei Wang, Ma, Ruotian +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  102. Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding
    2022/10/14 by Gao, Songyang, Dou, Shihan, Zhang, Qi +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  103. Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts
    2022/10/20 by Liu, Xiangyang, Sun, Tianxiang, Huang, Xuanjing +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  104. Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks
    2025/04/26 by Cao, Yixin, Hong, Shibo, Li, Xinze +24 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  105. Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
    2025/02/08 by Yue, Shengbin, Huang, Ting, Jia, Zheng +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  106. EvoWiki: Evaluating LLMs on Evolving Knowledge
    2024/12/18 by Wei Tang, Tang, Wei, Yang Deng +18 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  107. Gaussian Mixture Embeddings for Multiple Word Prototypes
    2015/11/19 by Xinchi Chen, Chen, Xinchi, Xipeng Qiu +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  108. Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
    2024/07/13 by Shengbin Yue, Siyuan Wang, Yue, Shengbin +7 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences
  109. Neural Sentence Ordering
    2016/07/23 by Xinchi Chen, Chen, Xinchi, Xipeng Qiu +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  110. Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling
    2024/11/01 by Yiwen Ding, Zhiheng Xi, Ding, Yiwen +16 · 5 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
  111. Towards Understanding the Capability of Large Language Models on Code Clone Detection: A Survey
    2023/08/02 by Dou, Shihan, Shan, Junjie, Jia, Haoxiang +7 · 2 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  112. A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
    2025/05/12 by Ye, Junjie, Huang, Caishuang, Chen, Zhuohan +12 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  113. MVPTR: Multi-Level Semantic Alignment for Vision-Language Pre-Training via Multi-Stage Learning
    2022/01/29 by Zejun Li, Zhihao Fan, Li, Zejun +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  114. Long Short-Term Memory with Dynamic Skip Connections
    2018/11/09 by Gui, Tao, Zhang, Qi, Zhao, Lujun +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  115. Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
    2025/05/20 by Tong, Jingqi, Tang, Jixin, Li, Hangcheng +21 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.10 #I.2.7
  116. Better Process Supervision with Bi-directional Rewarding Signals
    2025/03/06 by Wenxiang Chen, Wei He, Chen, Wenxiang +19 · 5 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Topic Modeling #Explainable Artificial Intelligence (XAI)
  117. VCWE: Visual Character-Enhanced Word Embeddings
    2019/02/23 by Chi Sun, Sun, Chi, Xipeng Qiu +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
  118. Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble
    2020/06/20 by Yi Zhou, Zhou, Yi, Xiaoqing Zheng +7 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  119. LongSafety: Enhance Safety for Long-Context LLMs
    2024/11/11 by Mianqiu Huang, Huang, Mianqiu, Xiaoran Liu +23 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Research Data Management Practices #Scientific Computing and Data Management
  120. Pre-Trained Policy Discriminators are General Reward Models
    2025/07/07 by Shihan Dou, Dou, Shihan, Shichun Liu +39 · 8 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Recommender Systems and Techniques
  121. TripTailor: A Real-World Benchmark for Personalized Travel Planning
    2025/08/02 by Yu Shen, Shen, Yuanzhe, Kaimin Wang +7 · 8 citations
    Social Sciences · Computer Science · #Human Mobility and Location-Based Analysis #Data Management and Algorithms #Multimodal Machine Learning Applications
  122. Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
    2025/01/26 by Yuhong Sun, Sun, Yuhong, Zhangyue Yin +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Text Readability and Simplification #Topic Modeling
  123. AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models
    2025/02/24 by Qin Zhu, Fei Huang, Zhu, Qin +15 · 5 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
  124. TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
    2024/12/20 by Junjie Ye, Ye, Junjie, Yilong Wu +18 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  125. Advancing Translation Preference Modeling with RLHF: A Step Towards Cost-Effective Solution
    2024/02/18 by Xu, Nuo, Zhao, Jun, Zu, Can +9 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  126. Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis
    2020/09/16 by Xing, Xiaoyu, Jin, Zhijing, Jin, Di +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  127. An Enhanced Knowledge Injection Model for Commonsense Generation
    2020/12/01 by Fan, Zhihao, Gong, Yeyun, Wei, Zhongyu +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  128. Mask Attention Networks: Rethinking and Strengthen Transformer
    2021/03/25 by Zhihao Fan, Yeyun Gong, Fan, Zhihao +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
  129. Who Responded to Whom: The Joint Effects of Latent Topics and Discourse in Conversation Structure
    2021/04/17 by Lu Ji, Jing Li, Ji, Lu +7 · 1 citation
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  130. Accelerating BERT Inference for Sequence Labeling via Early-Exit
    2021/05/28 by Li, Xiaonan, Shao, Yunfan, Sun, Tianxiang +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  131. Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models
    2021/05/31 by Chong Li, Cenyuan Zhang, Li, Chong +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  132. MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective
    2022/04/09 by Xiao Wang, Wang, Xiao, Shihan Dou +15 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  133. Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective
    2022/02/16 by Dou, Shihan, Zheng, Rui, Wu, Ting +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT)
  134. Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
    2024/05/23 by Changze Lv, Lv, Changze, Dongqi Han +9 · 2 citations
    Computer Science · Engineering · Neuroscience · #Neural Networks and Applications #Advanced Memory and Neural Computing #Neural dynamics and brain function
  135. A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck
    2022/08/27 by Jie Zhou, Zhou, Jie, Qi Zhang +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  136. Multi-Programming Language Sandbox for LLMs
    2024/10/30 by Shihan Dou, Dou, Shihan, Jiazheng Zhang +52 · 3 citations
    Computer Science · #Digital Rights Management and Security
  137. Causal Intervention Improves Implicit Sentiment Analysis
    2022/08/19 by Siyin Wang, Jie Zhou, Wang, Siyin +11 · 1 citation
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling
  138. Revealing emergent human-like conceptual representations from language prediction
    2025/01/21 by Ningyu Xu, Qi Zhang, Xu, Ningyu +12 · 1 voice · 2 citations
    Computer Science · Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  139. Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?
    2022/12/21 by Ningyu Xu, Tao Gui, Xu, Ningyu +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  140. Dendritic Localized Learning: Toward Biologically Plausible Algorithm
    2025/01/17 by Changze Lv, Lv, Changze, Jingwen Xu +17 · 3 citations
    Computer Science · #Neural Networks and Applications
  141. Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs
    2023/05/23 by Wang, Siyuan, Wei, Zhongyu, Han, Meng +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  142. On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection
    2023/06/27 by Gao, Songyang, Dou, Shihan, Zhang, Qi +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  143. ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks
    2023/10/04 by Li, Zejun, Wang, Ye, Du, Mengfei +9 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  144. Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
    2025/11/06 by Jingqi Tong, Tong, Jingqi, Yurong Mou +24 · 9 citations
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  145. Unveiling A Core Linguistic Region in Large Language Models
    2023/10/23 by Zhao, Jun, Zhang, Zhihao, Ma, Yide +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  146. AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
    2025/11/11 by Xi, Zhiheng, Liao, Chenyang, Li, Guanyu +12 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  147. BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
    2025/10/21 by Xi, Zhiheng, Guo, Xin, Nan, Yang +18 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  148. RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification
    2023/10/14 by Junjie Ye, Ye, Junjie, Jie Zhou +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  149. Argue with Me Tersely: Towards Sentence-Level Counter-Argument Generation
    2023/12/21 by Lin, Jiayu, Ye, Rong, Han, Meng +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  150. RealBehavior: A Framework for Faithfully Characterizing Foundation Models' Human-like Behavior Mechanisms
    2023/10/17 by Zhou, Enyu, Zheng, Rui, Xi, Zhiheng +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  151. UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
    2023/10/25 by Tianlong Li, Li, Tianlong, Liu, Wenhao +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  152. LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
    2024/02/17 by Wang, Siyin, Li, Shimin, Sun, Tianxiang +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  153. Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference
    2024/12/17 by Siyuan Wang, Wang, Siyuan, Wang, Dianyi +10 · 2 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
  154. Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis
    2024/02/22 by Wang, Siyin, Zhou, Jie, Chen, Qin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  155. Overview of the CAIL 2023 Argument Mining Track
    2024/06/20 by Liang, Jingcong, Wang, Junlong, Zhai, Xinyu +16 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  156. Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method
    2018/02/25 by Jinyue Su, Jiacheng Xu, Su, Jinyue +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  157. Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization
    2023/10/19 by Xu, Ningyu, Zhang, Qi, Ye, Jingting +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  158. Self-Consistency of the Internal Reward Models Improves Self-Rewarding Language Models
    2025/02/13 by Xin Zhou, Yiwen Guo, Zhou, Xin +9 · 2 citations
    Psychology · #Artificial Intelligence (cs.AI) #Cognitive Functions and Memory #FOS: Computer and information sciences
  159. Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
    2025/06/06 by Li Yu, Xingyu Qiu, Li, Yu +19 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  160. Dynamic and Generalizable Process Reward Modeling
    2025/07/23 by Yin, Zhangyue, Sun, Qiushi, Zeng, Zhiyuan +3 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  161. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
    2024/02/19 by Ying, Jiahao, Cao, Yixin, Bai, Yushi +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  162. Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals
    2024/03/24 by Zheng, Rui, Zhou, Yuhao, Xi, Zhiheng +3 · 1 citation
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  163. DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning
    2024/04/02 by Mengfei Du, Du, Mengfei, Binhao Wu +13 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  164. Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning
    2024/05/05 by Zhao, Jun, Tong, Jingqi, Mou, Yurong +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  165. On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe
    2024/02/22 by Xu, Ningyu, Zhang, Qi, Zhang, Menghan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  166. MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning
    2025/07/19 by Tang, Liujian, Dong, Shaokang, Huang, Yijia +21 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  167. Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement
    2024/07/01 by Xiaohua Wang, Zisu Huang, Wang, Xiaohua +12 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  168. 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
  169. CauESC: A Causal Aware Model for Emotional Support Conversation
    2024/01/31 by Wei Chen, H.J. Lin, Chen, Wei +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Multi-Agent Systems and Negotiation
  170. How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation
    2025/02/20 by Zhuohang Long, Long, Zhuohang, Siyuan Wang +9 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Crime Patterns and Interventions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  171. HAF-RM: A Hybrid Alignment Framework for Reward Model Training
    2024/07/04 by Shujun Liu, Xiaoyu Shen, Liu, Shujun +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  172. Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models
    2024/04/01 by He, Wei, Liu, Shichun, Zhao, Jun +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  173. Toward Optimal LLM Alignments Using Two-Player Games
    2024/06/16 by Rui Zheng, Zheng, Rui, Hongyi Guo +23 · 1 citation
    Computer Science · #Digital Rights Management and Security
  174. TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
    2024/07/31 by Ming Zhang, Caishuang Huang, Zhang, Ming +23 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
  175. EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving
    2025/06/03 by Dou, Shihan, Zhang, Ming, Huang, Chenhao +14 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  176. Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs
    2024/10/20 by Zhou, Xin, Nie, Ping, Guo, Yiwen +7 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  177. Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning
    2025/06/04 by Muling Wu, Wu, Muling, Qian Qi +27 · 3 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
  178. EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark
    2025/10/07 by Zhang, Deheng, Fu, Yuqian, Yang, Runyi +9 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  179. Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments
    2025/08/12 by Ye, Junjie, Jiang, Changhao, Du, Zhengyin +8 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  180. Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective
    2025/06/30 by Zhang, Zhihao, Dong, Qiaole, Zhang, Qi +12 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  181. Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric
    2025/04/10 by Cao, Yixin, Jiahao Ying, Yaoning Wang +8 · 3 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence in Law #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences
  182. Toward Relative Positional Encoding in Spiking Transformers
    2025/01/28 by Changze Lv, Yansen Wang, Lv, Changze +11 · 1 citation
    Engineering · #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Robotics and Automated Systems
  183. Explainable Synthetic Image Detection through Diffusion Timestep Ensembling
    2025/03/08 by Wu, Yixin, Zhang, Feiran, Shi, Tianyuan +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  184. Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling
    2025/03/06 by Zhenhua Wang, Wang, Zhenghua, Yiran Ding +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling