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Wen, Ji-Rong

  1. Large Language Diffusion Models
    2025/02/14 by Shen Nie, Nie, Shen, Fengqi Zhu +17 · 19 voices · 265 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  2. A Survey of Large Language Models
    2023/03/31 by Wayne Xin Zhao, Kun Zhou, Zhao, Wayne Xin +41 · 6 voices · 347 citations
    #cs.CL #cs.AI
  3. Evaluating Object Hallucination in Large Vision-Language Models
    2023/05/17 by Yifan Li, Yifan Du, Li, Yifan +9 · 276 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  4. A Survey on the Memory Mechanism of Large Language Model based Agents
    2024/04/21 by Zeyu Zhang, Zhang, Zeyu, Quanyu Dai +15 · 111 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
  5. Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation
    2023/11/15 by Zheng, Bowen, Hou, Yupeng, Lu, Hongyu +4 · 87 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  6. StructGPT: A General Framework for Large Language Model to Reason over Structured Data
    2023/05/16 by Jinhao Jiang, Kun Zhou, Jiang, Jinhao +9 · 69 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Large Language Models for Information Retrieval: A Survey
    2023/08/14 by Yutao Zhu, Zhu, Yutao, Huaying Yuan +17 · 60 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  8. Memory in the Age of AI Agents
    2025/12/15 by Yuyang Hu, Shichun Liu, Hu, Yuyang +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
  9. RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
    2020/11/03 by Zhao, Wayne Xin, Mu, Shanlei, Hou, Yupeng +16 · 34 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  10. User Behavior Simulation with Large Language Model based Agents
    2023/06/05 by Lei Wang, Wang, Lei, Jingsen Zhang +18 · 46 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  11. HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models
    2023/05/19 by Li, Junyi, Cheng, Xiaoxue, Zhao, Wayne Xin +2 · 44 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Counterfactual VQA: A Cause-Effect Look at Language Bias
    2020/06/08 by Yulei Niu, Kaihua Tang, Niu, Yulei +9 · 30 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  13. Learning to Answer Questions in Dynamic Audio-Visual Scenarios
    2022/03/26 by Guangyao Li, Yake Wei, Li, Guangyao +9 · 33 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Video Analysis and Summarization
  14. Pretrained Language Models for Text Generation: A Survey
    2022/01/14 by Junyi Li, Tianyi Tang, Li, Junyi +7 · 30 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
    2025/03/07 by Song, Huatong, Jiang, Jinhao, Min, Yingqian +5 · 99 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  16. WebThinker: Empowering Large Reasoning Models with Deep Research Capability
    2025/04/30 by Xiaoxi Li, Li, Xiaoxi, Jiajie Jin +13 · 119 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Information Retrieval and Search Behavior
  17. Dense Text Retrieval based on Pretrained Language Models: A Survey
    2022/11/27 by Wayne Xin Zhao, Jing Liu, Zhao, Wayne Xin +5 · 29 citations
    Computer Science · #Topic Modeling #Text and Document Classification Technologies #Recommender Systems and Techniques
  18. Towards Universal Sequence Representation Learning for Recommender Systems
    2022/06/13 by Yupeng Hou, Shanlei Mu, Hou, Yupeng +9 · 25 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  19. UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph
    2022/12/02 by Jinhao Jiang, Jiang, Jinhao, Kun Zhou +5 · 26 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  20. AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
    2023/10/13 by Junjie Zhang, Yupeng Hou, Zhang, Junjie +13 · 27 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Speech and dialogue systems
  21. Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach
    2023/05/11 by Junjie Zhang, Zhang, Junjie, Ruobing Xie +9 · 23 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Natural Language Processing Techniques
  22. LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
    2025/05/25 by Zhu, Fengqi, Wang, Rongzhen, Nie, Shen +8 · 87 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Don't Make Your LLM an Evaluation Benchmark Cheater
    2023/11/03 by Kun Zhou, Yutao Zhu, Zhou, Kun +15 · 26 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  24. A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language
    2022/09/12 by Su, Bing, Du, Dazhao, Yang, Zhao +6 · 18 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Pre-Trained Models: Past, Present and Future
    2021/06/14 by Xu Han, Han, Xu, Zhengyan Zhang +43 · 15 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  26. Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
    2020/07/08 by Kun Zhou, Zhou, Kun, Wayne Xin Zhao +9 · 13 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Advanced Graph Neural Networks
  27. Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models
    2024/03/14 by Yifan Li, Li, Yifan, Hangyu Guo +7 · 25 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital and Cyber Forensics #FOS: Computer and information sciences
  28. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
    2024/02/17 by Jinhao Jiang, Kun Zhou, Jiang, Jinhao +11 · 24 citations
    Computer Science · #AI-based Problem Solving and Planning
  29. Enhancing LLM Reasoning with Reward-guided Tree Search
    2024/11/18 by Jinhao Jiang, Zhipeng Chen, Jiang, Jinhao +28 · 1 voice · 9 citations
    Computer Science · #Digital Rights Management and Security #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL
  30. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
    2024/02/26 by Tang, Tianyi, Luo, Wenyang, Huang, Haoyang +5 · 22 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
    2021/10/14 by Ruiyang Ren, Yingqi Qu, Ren, Ruiyang +13 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  32. A Survey of Reasoning with Foundation Models
    2023/12/17 by Sun, Jiankai, Zheng, Chuanyang, Xie, Enze +31 · 20 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)
  33. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
    2024/01/06 by Junyi Li, Li, Junyi, Jie Chen +11 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  34. Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems
    2024/12/12 by Min, Yingqian, Chen, Zhipeng, Jiang, Jinhao +11 · 33 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning
    2025/05/22 by You, Zebin, Nie, Shen, Zhang, Xiaolu +5 · 53 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
    2023/07/20 by Ren, Ruiyang, Wang, Yuhao, Qu, Yingqi +6 · 15 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  37. RecBole 2.0: Towards a More Up-to-Date Recommendation Library
    2022/06/15 by Zhao, Wayne Xin, Hou, Yupeng, Pan, Xingyu +16 · 11 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  38. Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer
    2022/08/19 by Yujia Zhou, Zhou, Yujia, Jing Yao +9 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  39. Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
    2023/06/04 by Zhang, Beichen, Zhou, Kun, Wei, Xilin +4 · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited
    2022/02/04 by Mingguo He, Zhewei Wei, He, Mingguo +3 · 10 citations
    Computer Science · #Advanced Graph Neural Networks #Machine Learning and Data Classification #Rough Sets and Fuzzy Logic
  41. A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions
    2021/05/25 by Yunshi Lan, Lan, Yunshi, Gaole He +9 · 9 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  42. Complex Knowledge Base Question Answering: A Survey
    2021/08/15 by Yunshi Lan, Lan, Yunshi, Gaole He +9 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  43. Scaling Law of Large Sequential Recommendation Models
    2023/11/19 by Gaowei Zhang, Zhang, Gaowei, Yupeng Hou +9 · 14 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Energy Load and Power Forecasting #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  44. Towards Topic-Guided Conversational Recommender System
    2020/10/08 by Kun Zhou, Yuanhang Zhou, Zhou, Kun +7 · 8 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Multimodal Machine Learning Applications
  45. Dynamic Prompt Optimizing for Text-to-Image Generation
    2024/04/05 by Wenyi Mo, Tianyu Zhang, Mo, Wenyi +8 · 16 citations
    Computer Science · Engineering · #Video Analysis and Summarization #Human Motion and Animation #Image Retrieval and Classification Techniques
  46. BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models
    2023/09/23 by Zican Dong, Tianyi Tang, Dong, Zican +7 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  47. GenSim: A General Social Simulation Platform with Large Language Model based Agents
    2024/10/06 by Jiakai Tang, Tang, Jiakai, Gao, Heyang +24 · 19 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Transportation and Mobility Innovations
  48. Diffusion Models for Non-autoregressive Text Generation: A Survey
    2023/03/12 by Li, Yifan, Zhou, Kun, Zhao, Wayne Xin +1 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  49. CRSLab: An Open-Source Toolkit for Building Conversational Recommender System
    2021/01/04 by Zhou, Kun, Wang, Xiaolei, Zhou, Yuanhang +5 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  50. Large Language Model-based Human-Agent Collaboration for Complex Task Solving
    2024/02/20 by Xueyang Feng, Zhiyuan Chen, Feng, Xueyang +11 · 11 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multi-Agent Systems and Negotiation #Robotics and Automated Systems #Semantic Web and Ontologies
  51. Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs
    2024/02/19 by Jiejun Tan, Tan, Jiejun, Zhicheng Dou +9 · 12 citations
    Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Private Equity and Venture Capital
  52. Agentic Reinforced Policy Optimization
    2025/07/26 by Dong, Guanting, Mao, Hangyu, Ma, Kai +11 · 42 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. An Empirical Study on Eliciting and Improving R1-like Reasoning Models
    2025/03/06 by Chen, Zhipeng, Min, Yingqian, Zhang, Beichen +10 · 22 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. MISC: A MIxed Strategy-Aware Model Integrating COMET for Emotional Support Conversation
    2022/03/25 by Quan Tu, Yanran Li, Tu, Quan +9 · 6 citations
    Psychology · #Computation and Language (cs.CL) #Digital Mental Health Interventions #Emotion and Mood Recognition #FOS: Computer and information sciences #Mental Health via Writing
  55. Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
    2025/01/03 by Yifan Du, Zikang Liu, Du, Yifan +17 · 17 citations
    Computer Science · #Natural Language Processing Techniques
  56. Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
    2024/06/26 by Dong, Guanting, Zhu, Yutao, Zhang, Chenghao +3 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
    2024/05/23 by Zhou, Kun, Zhang, Beichen, Wang, Jiapeng +6 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  58. Pretrained Language Models for Text Generation: A Survey
    2021/05/21 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +1 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  59. REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
    2024/02/27 by Yuhao Wang, Ruiyang Ren, Wang, Yuhao +9 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  60. SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
    2025/05/22 by Shuang Sun, Sun, Shuang, Yuhao Wang +22 · 26 citations
    Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Multimodal Machine Learning Applications
  61. Negative Sampling for Contrastive Representation Learning: A Review
    2022/06/01 by Xu, Lanling, Lian, Jianxun, Zhao, Wayne Xin +5 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  62. ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models
    2023/05/23 by Zhipeng Chen, Chen, Zhipeng, Kun Zhou +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  63. Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study
    2023/07/16 by Peiyu Liu, Zikang Liu, Liu, Peiyu +13 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Topic Modeling
  64. WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training
    2021/03/11 by Yuqi Huo, Huo, Yuqi, Manli Zhang +66 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  65. ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
    2023/12/30 by Jinhao Jiang, Jiang, Jinhao, Kun Zhou +7 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  66. On-the-fly Modulation for Balanced Multimodal Learning
    2024/10/15 by Yake Wei, Wei, Yake, Di Hu +5 · 10 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Multimedia (cs.MM) #Speech and Audio Processing #Target Tracking and Data Fusion in Sensor Networks
  67. SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
    2022/10/21 by Zhou, Kun, Gong, Yeyun, Liu, Xiao +8 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  68. DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
    2023/10/28 by Sun, Hongda, Xu, Weikai, Liu, Wei +5 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  69. Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
    2025/05/22 by Guanting Dong, Dong, Guanting, Chen, Yifei +15 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  70. Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation
    2023/05/06 by Kun Zhou, Yifan Li, Zhou, Kun +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  71. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
    2024/12/07 by Lei Wang, Jianxun Lian, Wang, Lei +13 · 10 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Wikis in Education and Collaboration
  72. Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models
    2025/03/27 by Sun, Haoxiang, Min, Yingqian, Chen, Zhipeng +5 · 13 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  73. Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation
    2022/04/18 by Zhong, Hanxun, Dou, Zhicheng, Zhu, Yutao +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  74. COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval
    2022/04/15 by Lu, Haoyu, Fei, Nanyi, Huo, Yuqi +3 · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  75. Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
    2024/06/17 by Xiaoxue Cheng, Cheng, Xiaoxue, Junyi Li +13 · 7 citations
    Computer Science · #Machine Learning in Healthcare
  76. Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
    2023/07/19 by Qingyao Ai, Ai, Qingyao, Ting Bai +63 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  77. Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
    2024/02/27 by Xinyu Tang, Xiaolei Wang, Tang, Xinyu +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  78. Progressive Multimodal Reasoning via Active Retrieval
    2024/12/19 by Guanting Dong, Chenghao Zhang, Dong, Guanting +9 · 12 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  79. OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain
    2024/12/17 by Shuting Wang, Jiejun Tan, Wang, Shuting +5 · 10 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  80. LARES: Latent Reasoning for Sequential Recommendation
    2025/05/22 by Liu, Enze, Zheng, Bowen, Wang, Xiaolei +4 · 11 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  81. Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
    2023/11/07 by Guo, Geyang, Zhao, Ranchi, Tang, Tianyi +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  82. Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis
    2024/01/10 by Xu, Lanling, Zhang, Junjie, Li, Bingqian +4 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  83. From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
    2024/10/10 by Changle Qu, Qu, Changle, Sunhao Dai +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Semantic Web and Ontologies
  84. Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
    2024/06/18 by Chen, Jie, Zhang, Yupeng, Wang, Bingning +3 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  85. Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
    2025/01/02 by Xiaoxue Cheng, Junyi Li, Cheng, Xiaoxue +5 · 9 citations
    Arts and Humanities · Neuroscience · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Mental Health Research Topics #Mental Health and Psychiatry
  86. Very Large-Scale Multi-Agent Simulation in AgentScope
    2024/07/25 by Xuchen Pan, Dawei Gao, Pan, Xuchen +14 · 6 citations
    Computer Science · Engineering · #Multi-Agent Systems and Negotiation #Simulation and Modeling Applications
  87. WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus
    2023/04/10 by Qian, Hongjing, Zhu, Yutao, Dou, Zhicheng +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  88. Multimodal foundation models are better simulators of the human brain
    2022/08/17 by Haoyu Lu, Lu, Haoyu, Qiongyi Zhou +19 · 3 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Multimedia (cs.MM) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  89. KB4Rec: A Dataset for Linking Knowledge Bases with Recommender Systems
    2018/07/30 by Zhao, Wayne Xin, He, Gaole, Dou, Hongjian +3 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  90. R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning
    2025/05/22 by Song, Huatong, Jiang, Jinhao, Tian, Wenqing +7 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  91. ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting
    2024/03/21 by Xiaoxue Cheng, Junyi Li, Cheng, Xiaoxue +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
  92. Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models
    2024/03/28 by Ang Lv, Yuhan Chen, Lv, Ang +13 · 4 citations
    Computer Science · #Topic Modeling
  93. Domain-Adaptive Few-Shot Learning
    2020/03/19 by Zhao, An, Ding, Mingyu, Lu, Zhiwu +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  94. Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
    2024/03/04 by Changyu Chen, Xiting Wang, Chen, Changyu +15 · 4 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics Education and Teaching Techniques
  95. Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training
    2024/05/30 by Jinxia Yang, Bing Su, Yang, Jinxia +5 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Semantic Web and Ontologies
  96. Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms
    2020/10/09 by Wayne Xin Zhao, Junhua Chen, Zhao, Wayne Xin +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  97. FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis
    2025/03/17 by Luxi Chen, Chen, Luxi, Zihan Zhou +15 · 7 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  98. Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization
    2024/06/17 by Yang, Wenkai, Shen, Shiqi, Shen, Guangyao +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  99. Neuron-based Personality Trait Induction in Large Language Models
    2024/10/16 by Deng, Jia, Tang, Tianyi, Yin, Yanbin +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  100. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    2024/01/12 by Zhu, Yutao, Zhang, Peitian, Zhang, Chenghao +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  101. VideoExplorer: Think With Videos For Agentic Long-Video Understanding
    2025/06/12 by Huaying Yuan, Zheng Liu, Yuan, Huaying +13 · 8 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Robot Manipulation and Learning
  102. Self-Calibrated Listwise Reranking with Large Language Models
    2024/11/07 by Ruiyang Ren, Ren, Ruiyang, Yuhao Wang +13 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
  103. Scalable Graph Neural Networks via Bidirectional Propagation
    2020/10/29 by Ming Chen, Zhewei Wei, Chen, Ming +11 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Graph Theory and Algorithms
  104. Sequential Recommendation with Causal Behavior Discovery
    2022/04/01 by Zhenlei Wang, Wang, Zhenlei, Xu Chen +8 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  105. DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index
    2022/03/01 by Yujia Zhou, Jing Yao, Zhou, Yujia +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Text and Document Classification Technologies #Topic Modeling
  106. Towards Effective Code-Integrated Reasoning
    2025/05/30 by Bai, Fei, Yingqian Min, Beichen Zhang +14 · 11 citations
    Computer Science · #Natural Language Processing Techniques
  107. Debiased Contrastive Learning of Unsupervised Sentence Representations
    2022/05/02 by Zhou, Kun, Zhang, Beichen, Zhao, Wayne Xin +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  108. MVP: Multi-task Supervised Pre-training for Natural Language Generation
    2022/06/24 by Tianyi Tang, Tang, Tianyi, Junyi Li +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  109. Supporting Vision-Language Model Inference with Confounder-pruning Knowledge Prompt
    2022/05/23 by Li, Jiangmeng, Mo, Wenyi, Qiang, Wenwen +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  110. Synthesizing Long-Term Human Motions with Diffusion Models via Coherent Sampling
    2023/08/03 by Yang, Zhao, Su, Bing, Wen, Ji-Rong · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  111. Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
    2024/05/28 by Yuqi Zhou, Zhou, Yuqi, Sunhao Dai +11 · 3 citations
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Stock Market Forecasting Methods
  112. StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
    2024/03/13 by Li, Jia-Nan, Tu, Quan, Mao, Cunli +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  113. MMATH: A Multilingual Benchmark for Mathematical Reasoning
    2025/05/25 by Luo, Wenyang, Zhao, Wayne Xin, Sha, Jing +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  114. Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint
    2024/01/11 by Chen, Zhipeng, Zhou, Kun, Zhao, Wayne Xin +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  115. Toward General Instruction-Following Alignment for Retrieval-Augmented Generation
    2024/10/12 by Guanting Dong, Dong, Guanting, Xi Song +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  116. TOME: A Two-stage Approach for Model-based Retrieval
    2023/05/18 by Ruiyang Ren, Ren, Ruiyang, Wayne Xin Zhao +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  117. Unsupervised Adversarial Attacks on Deep Feature-based Retrieval with GAN
    2019/07/12 by Guoping Zhao, Zhao, Guoping, Mingyu Zhang +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  118. Domain-Invariant Projection Learning for Zero-Shot Recognition
    2018/10/19 by An Zhao, Mingyu Ding, Zhao, An +9 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  119. Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
    2024/06/18 by Chen, Zhipeng, Zhou, Kun, Zhao, Wayne Xin +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  120. MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
    2025/02/18 by Yuan, Huaying, Ni, Jian, Liu, Zheng +7 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  121. Towards Event-oriented Long Video Understanding
    2024/06/20 by Du, Yifan, Zhou, Kun, Huo, Yuqi +7 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  122. Towards Effective and Efficient Continual Pre-training of Large Language Models
    2024/07/26 by Jie Chen, Zhipeng Chen, Chen, Jie +35 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  123. Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time
    2024/06/12 by Zhao, Haiyuan, Cai, Guohao, Zhu, Jieming +3 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  124. From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning
    2024/11/06 by Zhirui Deng, Deng, Zhirui, Zhicheng Dou +11 · 3 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  125. An Analysis and Mitigation of the Reversal Curse
    2023/11/13 by Lv, Ang, Zhang, Kaiyi, Xie, Shufang +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  126. Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning
    2018/10/19 by Aoxue Li, Li, Aoxue, Zhiwu Lu +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning
  127. MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
    2024/09/30 by Zeyu Zhang, Zhang, Zeyu, Quanyu Dai +15 · 4 citations
    Computer Science · Business, Management and Accounting · #AI in Service Interactions #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
  128. What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning
    2023/11/02 by Yifan Du, Du, Yifan, Hangyu Guo +15 · 2 citations
    Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  129. LLaDA-MoE: A Sparse MoE Diffusion Language Model
    2025/09/29 by Fengqi Zhu, Zhu, Fengqi, Zebin You +50 · 1 voice · 9 citations
    Computer Science · #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies #Natural Language Processing Techniques
  130. BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
    2024/02/27 by Ruiyang Ren, Peng Qiu, Ren, Ruiyang +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling #Web Data Mining and Analysis
  131. DeepCritic: Deliberate Critique with Large Language Models
    2025/05/01 by Yang, Wenkai, Chen, Jingwen, Lin, Yankai +1 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  132. Personalizing Search Results Using Hierarchical RNN with Query-aware Attention
    2019/08/20 by Songwei Ge, Ge, Songwei, Zhicheng Dou +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling #Web Data Mining and Analysis
  133. YuLan-Mini: An Open Data-efficient Language Model
    2024/12/23 by Yiwen Hu, Hu, Yiwen, Song, Huatong +18 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  134. Memory-enhanced Retrieval Augmentation for Long Video Understanding
    2025/03/12 by Huaying Yuan, Zheng Liu, Yuan, Huaying +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  135. Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning
    2020/03/28 by Gaole He, Junyi Li, He, Gaole +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
  136. Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
    2021/06/03 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  137. Pchatbot: A Large-Scale Dataset for Personalized Chatbot
    2020/09/28 by Qian, Hongjin, Li, Xiaohe, Zhong, Hanxun +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  138. Exploring Context Window of Large Language Models via Decomposed Positional Vectors
    2024/05/28 by Dong, Zican, Li, Junyi, Men, Xin +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  139. Discovering physical laws with parallel symbolic enumeration
    2024/07/05 by Kai Ruan, Ruan, Kai, Zefeng Gao +10 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  140. TextBox: A Unified, Modularized, and Extensible Framework for Text Generation
    2021/01/06 by Junyi Li, Tianyi Tang, Li, Junyi +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  141. Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators
    2021/06/04 by Liu, Peiyu, Gao, Ze-Feng, Zhao, Wayne Xin +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
  142. Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
    2024/06/20 by Wang, Xiaolei, Tang, Xinyu, Zhao, Wayne Xin +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  143. EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention
    2024/03/26 by Zhen Tian, Tian, Zhen, Wayne Xin Zhao +9 · 2 citations
    Social Sciences · Psychology · #Human Mobility and Location-Based Analysis #Mental Health Research Topics
  144. Exploring the Design Space of Visual Context Representation in Video MLLMs
    2024/10/17 by Yifan Du, Du, Yifan, Yuqi Huo +17 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  145. Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm
    2021/08/12 by Bo Lin, Bo, Lin, Liang Pang +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  146. Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
    2024/05/26 by Sunhao Dai, Dai, Sunhao, Weihao Liu +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
  147. ICLEval: Evaluating In-Context Learning Ability of Large Language Models
    2024/06/21 by Chen, Wentong, Lin, Yankai, Zhou, ZhenHao +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  148. Class-aware Sounding Objects Localization via Audiovisual Correspondence
    2021/12/22 by Hu, Di, Wei, Yake, Qian, Rui +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  149. Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation
    2025/03/15 by Liu, Enze, Zheng, Bowen, Zhao, Wayne Xin +1 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  150. A Thorough Examination on Zero-shot Dense Retrieval
    2022/04/27 by Ruiyang Ren, Yingqi Qu, Ren, Ruiyang +15 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
  151. Decomposing the Entropy-Performance Exchange: The Missing Keys to Unlocking Effective Reinforcement Learning
    2025/08/04 by Jia Deng, Deng, Jia, Jie Chen +7 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Topic Modeling
  152. Leveraging Search History for Improving Person-Job Fit
    2022/03/27 by Hou, Yupeng, Pan, Xingyu, Zhao, Wayne Xin +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  153. Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
    2024/07/15 by Jinhao Jiang, Junyi Li, Jiang, Jinhao +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Web Data Mining and Analysis
  154. Slow Thinking for Sequential Recommendation
    2025/04/13 by Junjie Zhang, Zhang, Junjie, Beichen Zhang +11 · 3 citations
    Decision Sciences · #Advanced Bandit Algorithms Research #Decision-Making and Behavioral Economics #Personal Information Management and User Behavior
  155. Universal Item Tokenization for Transferable Generative Recommendation
    2025/04/06 by Zheng, Bowen, Lu, Hongyu, Chen, Yu +2 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  156. Visually-augmented pretrained language models for NLP tasks without images
    2022/12/15 by Guo, Hangyu, Zhou, Kun, Zhao, Wayne Xin +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  157. Dually Enhanced Propensity Score Estimation in Sequential Recommendation
    2023/03/15 by Jun Xu, Xu, Chen, Xu, Jun +6 · 1 citation
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
  158. GlyphDiffusion: Text Generation as Image Generation
    2023/04/25 by Li, Junyi, Zhao, Wayne Xin, Nie, Jian-Yun +1 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  159. QAGCF: Graph Collaborative Filtering for Q&A Recommendation
    2024/06/07 by Changshuo Zhang, Teng Shi, Zhang, Changshuo +13 · 2 citations
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Digital Marketing and Social Media #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  160. Zero-shot Visual Question Answering with Language Model Feedback
    2023/05/26 by Du, Yifan, Li, Junyi, Tang, Tianyi +2 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  161. Pre-training Generative Recommender with Multi-Identifier Item Tokenization
    2025/04/06 by Bowen Zheng, Zheng, Bowen, Enze Liu +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  162. The Web Can Be Your Oyster for Improving Large Language Models
    2023/05/18 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  163. Distilling Rule-based Knowledge into Large Language Models
    2023/11/15 by Yang, Wenkai, Lin, Yankai, Zhou, Jie +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  164. YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models
    2025/05/12 by Lei Wang, Wang, Lei, H. Oliver Gao +7 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences #Topic Modeling
  165. Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation
    2024/08/15 by Zhang, Changshuo, Shi, Teng, Zhang, Xiao +4 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  166. Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment
    2025/07/25 by Ba, Ying, Zhang, Tianyu, Bai, Yalong +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  167. TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
    2024/12/14 by Zhang, Zeyu, Lian, Jianxun, Ma, Chen +9 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  168. CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation
    2024/10/30 by Yiruo Cheng, Cheng, Yiruo, Kelong Mao +14 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  169. From Trial-and-Error to Improvement: A Systematic Analysis of LLM Exploration Mechanisms in RLVR
    2025/08/11 by Deng, Jia, Chen, Jie, Chen, Zhipeng +7 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  170. Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning
    2018/10/19 by Zhiwu Lu, Jiechao Guan, Lu, Zhiwu +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  171. Reward Imputation with Sketching for Contextual Batched Bandits
    2022/10/13 by Zhang, Xiao, Shao, Ninglu, Si, Zihua +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)
  172. Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations
    2024/03/22 by Zhang, Xiaoqing, Chen, Xiuying, Gao, Shen +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  173. Learning to Transfer Prompts for Text Generation
    2022/05/03 by Junyi Li, Tianyi Tang, Li, Junyi +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  174. Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
    2025/03/11 by Wang, Haoyu, Dai, Sunhao, Zhao, Haiyuan +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  175. Agentic Entropy-Balanced Policy Optimization
    2025/10/16 by Dong, Guanting, Bao, Licheng, Wang, Zhongyuan +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  176. Neuro-Symbolic Query Compiler
    2025/05/17 by Zhang, Yuyao, Dou, Zhicheng, Li, Xiaoxi +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  177. LLMBox: A Comprehensive Library for Large Language Models
    2024/07/08 by Tang, Tianyi, Hu, Yiwen, Li, Bingqian +22 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  178. Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation
    2024/09/09 by Bowen Zheng, Zheng, Bowen, Junjie Zhang +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  179. Addressing Personalized Bias for Unbiased Learning to Rank
    2025/08/28 by Niu, Zechun, Mei, Lang, Yang, Liu +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  180. DeepAgent: A General Reasoning Agent with Scalable Toolsets
    2025/10/24 by Li, Xiaoxi, Jiao, Wenxiang, Jin, Jiarui +8 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  181. LLaDA2.0: Scaling Up Diffusion Language Models to 100B
    2025/12/10 by Tiwei Bie, Bie, Tiwei, Kun Chen +57 · 4 citations
    Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
  182. FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval Algorithms
    2025/02/17 by Xu Chen, Xu, Chen, Zhirui Deng +15 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Spam and Phishing Detection #Stochastic Gradient Optimization Techniques
  183. Analyzing and Mitigating Object Hallucination: A Training Bias Perspective
    2025/08/06 by Li, Yifan, Zhou, Kun, Zhao, Wayne Xin +2 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  184. Interpretable Enzyme Function Prediction via Residue-Level Detection
    2025/01/10 by Yang, Zhao, Su, Bing, Chen, Jiahao +1 · 1 citation
    #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
  185. HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
    2025/08/11 by Jiejun Tan, Tan, Jiejun, Zhicheng Dou +11 · 3 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Information Retrieval and Search Behavior
  186. MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation
    2025/01/27 by Qi Wang, Wang, Qi, Yuan Mi +13 · 1 citation
    Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Lattice Boltzmann Simulation Studies #Plasma and Flow Control in Aerodynamics