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Zhao, Wayne Xin

  1. A Survey of Large Language Models
    2023/03/31 by Wayne Xin Zhao, Kun Zhou, Zhao, Wayne Xin +41 · 6 voices · 306 citations
    #cs.CL #cs.AI
  2. Evaluating Object Hallucination in Large Vision-Language Models
    2023/05/17 by Yifan Li, Yifan Du, Li, Yifan +9 · 253 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
  3. Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation
    2023/11/15 by Zheng, Bowen, Hou, Yupeng, Lu, Hongyu +4 · 78 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  4. StructGPT: A General Framework for Large Language Model to Reason over Structured Data
    2023/05/16 by Jinhao Jiang, Kun Zhou, Jiang, Jinhao +9 · 62 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Large Language Models are Zero-Shot Rankers for Recommender Systems
    2023/05/15 by Yupeng Hou, Junjie Zhang, Hou, Yupeng +11 · 50 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  6. RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering
    2020/10/16 by Yingqi Qu, Qu, Yingqi, Yuchen Ding +15 · 36 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
  7. User Behavior Simulation with Large Language Model based Agents
    2023/06/05 by Lei Wang, Wang, Lei, Jingsen Zhang +18 · 42 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
  8. HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models
    2023/05/19 by Li, Junyi, Cheng, Xiaoxue, Zhao, Wayne Xin +2 · 42 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
    2020/11/03 by Zhao, Wayne Xin, Mu, Shanlei, Hou, Yupeng +16 · 27 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  10. Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders
    2022/10/22 by Yupeng Hou, Hou, Yupeng, Zhankui He +5 · 33 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Text and Document Classification Technologies
  11. R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
    2025/03/07 by Song, Huatong, Jiang, Jinhao, Min, Yingqian +5 · 93 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  12. Pretrained Language Models for Text Generation: A Survey
    2022/01/14 by Junyi Li, Li, Junyi, Tianyi Tang +7 · 26 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. Dense Text Retrieval based on Pretrained Language Models: A Survey
    2022/11/27 by Wayne Xin Zhao, Zhao, Wayne Xin, Jing Liu +5 · 29 citations
    Computer Science · #Topic Modeling #Text and Document Classification Technologies #Recommender Systems and Techniques
  14. 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 · 23 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  15. 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
  16. AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
    2023/10/13 by Junjie Zhang, Zhang, Junjie, Yupeng Hou +13 · 25 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Speech and dialogue systems
  17. Reasoning with Exploration: An Entropy Perspective
    2025/06/17 by Cheng, Daixuan, Shaohan Huang, Huang, Shaohan +9 · 102 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  18. Towards Universal Sequence Representation Learning for Recommender Systems
    2022/06/13 by Yupeng Hou, Hou, Yupeng, Shanlei Mu +9 · 17 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. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction
    2023/01/19 by Jiawei Jiang, Chengkai Han, Jiang, Jiawei +5 · 19 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
  20. Don't Make Your LLM an Evaluation Benchmark Cheater
    2023/11/03 by Kun Zhou, Zhou, Kun, Yutao Zhu +15 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  21. 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 · 24 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
  22. Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
    2023/05/11 by Haoyang Huang, Huang, Haoyang, Tianyi Tang +11 · 18 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  23. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
    2024/02/17 by Jinhao Jiang, Kun Zhou, Jiang, Jinhao +11 · 22 citations
    Computer Science · #AI-based Problem Solving and Planning
  24. A Survey of Vision-Language Pre-Trained Models
    2022/02/18 by Yifan Du, Du, Yifan, Zikang Liu +5 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  25. Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
    2020/07/08 by Kun Zhou, Wayne Xin Zhao, Zhou, Kun +9 · 11 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Advanced Graph Neural Networks
  26. Pre-Trained Models: Past, Present and Future
    2021/06/14 by Han, Xu, Zhang, Zhengyan, Ding, Ning +21 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
    2024/01/06 by Junyi Li, Jie Chen, Li, Junyi +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
  28. Enhancing LLM Reasoning with Reward-guided Tree Search
    2024/11/18 by Jinhao Jiang, Jiang, Jinhao, Zhipeng Chen +28 · 1 voice · 7 citations
    Computer Science · #Digital Rights Management and Security #Natural Language Processing Techniques #Semantic Web and Ontologies #cs.AI #cs.CL
  29. RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
    2021/10/14 by Ruiyang Ren, Ren, Ruiyang, Yingqi Qu +13 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  30. Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems
    2024/12/12 by Min, Yingqian, Chen, Zhipeng, Jiang, Jinhao +11 · 27 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. 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
  32. Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
    2023/07/20 by Ren, Ruiyang, Wang, Yuhao, Qu, Yingqi +6 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  33. Generative Recommender with End-to-End Learnable Item Tokenization
    2024/09/09 by Enze Liu, Liu, Enze, Bowen Zheng +9 · 17 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  34. Complex Knowledge Base Question Answering: A Survey
    2021/08/15 by Yunshi Lan, Lan, Yunshi, Gaole He +9 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  35. Heterogeneous Information Network Embedding for Recommendation
    2017/11/29 by Shi, Chuan, Hu, Binbin, Zhao, Wayne Xin +1 · 6 citations
    #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  36. Towards Topic-Guided Conversational Recommender System
    2020/10/08 by Kun Zhou, Yuanhang Zhou, Zhou, Kun +7 · 7 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Multimodal Machine Learning Applications
  37. 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)
  38. BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models
    2023/09/23 by Zican Dong, Dong, Zican, Tianyi Tang +7 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  39. A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions
    2021/05/25 by Lan, Yunshi, He, Gaole, Jiang, Jinhao +3 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. RecBole 2.0: Towards a More Up-to-Date Recommendation Library
    2022/06/15 by Zhao, Wayne Xin, Hou, Yupeng, Pan, Xingyu +16 · 8 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  41. Diffusion Models for Non-autoregressive Text Generation: A Survey
    2023/03/12 by Li, Yifan, Zhou, Kun, Zhao, Wayne Xin +1 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. Scaling Law of Large Sequential Recommendation Models
    2023/11/19 by Gaowei Zhang, Zhang, Gaowei, Yupeng Hou +9 · 10 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
  43. 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
  44. Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models
    2025/08/14 by Chen, Zhipeng, Qin, Xiaobo, Wu, Youbin +4 · 51 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
    2025/09/02 by Haoming Wang, Haoyang Zou, Wang, Haoming +201 · 50 citations
    Computer Science · Psychology · Engineering · #Context-Aware Activity Recognition Systems #Social Robot Interaction and HRI #Robotics and Automated Systems
  46. REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
    2024/02/27 by Yuhao Wang, Wang, Yuhao, Ruiyang Ren +9 · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  47. Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation
    2019/07/19 by Jingyuan Wang, Ning Wu, Wang, Jingyuan +7 · 5 citations
    Computer Science · Social Sciences · Engineering · #Data Management and Algorithms #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques
  48. LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction
    2023/04/27 by Jiawei Jiang, Jiang, Jiawei, Chengkai Han +7 · 6 citations
    Social Sciences · Engineering · Environmental Science · #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques #Land Use and Ecosystem Services
  49. CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
    2022/04/23 by Yupeng Hou, Binbin Hu, Hou, Yupeng +5 · 5 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Mental Health via Writing #Recommender Systems and Techniques
  50. JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
    2024/05/23 by Zhou, Kun, Zhang, Beichen, Wang, Jiapeng +6 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  51. SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
    2025/05/22 by Shuang Sun, Sun, Shuang, Song, Huatong +22 · 22 citations
    Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Multimodal Machine Learning Applications
  52. Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
    2025/01/03 by Yifan Du, Zikang Liu, Du, Yifan +17 · 13 citations
    Computer Science · #Natural Language Processing Techniques
  53. Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study
    2023/07/16 by Peiyu Liu, Liu, Peiyu, Zikang Liu +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
  54. ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
    2023/12/30 by Jinhao Jiang, Kun Zhou, Jiang, Jinhao +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
  55. 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)
  56. Pretrained Language Models for Text Generation: A Survey
    2021/05/21 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation
    2023/05/06 by Kun Zhou, Zhou, Kun, Yifan Li +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
  58. Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering
    2025/03/14 by Xinyu Tang, Tang, Xinyu, Xiaolei Wang +13 · 14 citations
    Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  59. Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
    2024/06/17 by Xiaoxue Cheng, Junyi Li, Cheng, Xiaoxue +13 · 7 citations
    Computer Science · #Machine Learning in Healthcare
  60. Negative Sampling for Contrastive Representation Learning: A Review
    2022/06/01 by Xu, Lanling, Lian, Jianxun, Zhao, Wayne Xin +5 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  61. 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)
  62. 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 · 12 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  63. WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training
    2021/03/11 by Yuqi Huo, Huo, Yuqi, Manli Zhang +66 · 3 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
  64. ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models
    2023/05/23 by Zhipeng Chen, Kun Zhou, Chen, Zhipeng +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  65. 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 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  66. Continuous Trajectory Generation Based on Two-Stage GAN
    2023/01/16 by Wenjun Jiang, Wayne Xin Zhao, Jiang, Wenjun +5 · 4 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
  67. RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
    2024/12/17 by Jiang, Jinhao, Chen, Jiayi, Li, Junyi +5 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  68. Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models
    2023/10/11 by Sun, Yuchong, Liu, Che, Zhou, Kun +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  69. Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
    2023/11/07 by Guo, Geyang, Zhao, Ranchi, Tang, Tianyi +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  70. 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 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  71. 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)
  72. Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training
    2024/05/30 by Jinxia Yang, Yang, Jinxia, Bing Su +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
  73. Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms
    2020/10/09 by Wayne Xin Zhao, Zhao, Wayne Xin, Junhua Chen +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
  74. Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
    2025/01/02 by Xiaoxue Cheng, Cheng, Xiaoxue, Junyi Li +5 · 6 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
  75. 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 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  76. 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
  77. C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System
    2022/01/04 by Yuanhang Zhou, Zhou, Yuanhang, Kun Zhou +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  78. hyperdoc2vec: Distributed Representations of Hypertext Documents
    2018/05/10 by Han, Jialong, Song, Yan, Zhao, Wayne Xin +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  79. 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
  80. MVP: Multi-task Supervised Pre-training for Natural Language Generation
    2022/06/24 by Tianyi Tang, Junyi Li, Tang, Tianyi +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
  81. Towards Effective Code-Integrated Reasoning
    2025/05/30 by Yingqian Min, Bai, Fei, Min, Yingqian +14 · 10 citations
    Computer Science · #Natural Language Processing Techniques
  82. Sequence-level Semantic Representation Fusion for Recommender Systems
    2024/02/28 by Xu, Lanling, Tian, Zhen, Li, Bingqian +4 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  83. 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
  84. Self-Calibrated Listwise Reranking with Large Language Models
    2024/11/07 by Ruiyang Ren, Yuhao Wang, Ren, Ruiyang +13 · 4 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
  85. 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
  86. 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
  87. Towards Effective and Efficient Continual Pre-training of Large Language Models
    2024/07/26 by Jie Chen, Chen, Jie, Zhipeng Chen +35 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  88. ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework
    2025/05/23 by Huang, Lisheng, Liu, Yichen, Jiang, Jinhao +4 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  89. ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting
    2024/03/21 by Xiaoxue Cheng, Cheng, Xiaoxue, Junyi Li +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
  90. BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
    2024/02/27 by Ruiyang Ren, Ren, Ruiyang, Peng Qiu +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
  91. YuLan-Mini: An Open Data-efficient Language Model
    2024/12/23 by Yiwen Hu, Hu, Yiwen, Jia Deng +18 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  92. 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
  93. CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration
    2024/06/19 by Xinming Hou, Hou, Xinming, Mingming Yang +9 · 2 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  94. 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)
  95. TextBox: A Unified, Modularized, and Extensible Framework for Text Generation
    2021/01/06 by Li, Junyi, Tang, Tianyi, He, Gaole +7 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  96. 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 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  97. 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)
  98. 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)
  99. Domain-Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations
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    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
  100. 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
  101. Towards Event-oriented Long Video Understanding
    2024/06/20 by Du, Yifan, Zhou, Kun, Huo, Yuqi +7 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  102. LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
    2025/02/11 by Zican Dong, Xia Li, Dong, Zican +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  103. 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)
  104. A Thorough Examination on Zero-shot Dense Retrieval
    2022/04/27 by Ren, Ruiyang, Qu, Yingqi, Liu, Jing +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  105. 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
  106. 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)
  107. Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning
    2025/05/22 by Cheng, Xiaoxue, Li, Junyi, Zhang, Zhenduo +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  108. Modeling Adaptive Fine-grained Task Relatedness for Joint CTR-CVR Estimation
    2022/08/29 by Lin, Zihan, Yang, Xuanhua, Peng, Xiaoyu +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  109. Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
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    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Web Data Mining and Analysis
  110. 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
  111. 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
  112. A Survey on Long Text Modeling with Transformers
    2023/02/28 by Zican Dong, Tianyi Tang, Dong, Zican +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  113. On Domain-Adaptive Post-Training for Multimodal Large Language Models
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    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  114. Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking
    2023/02/06 by Mu, Shanlei, Wei, Penghui, Zhao, Wayne Xin +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  115. GlyphDiffusion: Text Generation as Image Generation
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    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  116. 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
  117. Pre-training Generative Recommender with Multi-Identifier Item Tokenization
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    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
  118. The Web Can Be Your Oyster for Improving Large Language Models
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    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  119. Universal Item Tokenization for Transferable Generative Recommendation
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    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  120. Towards Effective Ancient Chinese Translation: Dataset, Model, and Evaluation
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    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  121. WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
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    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #Computation and Language (cs.CL) #Distributed systems and fault tolerance #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  122. From Trial-and-Error to Improvement: A Systematic Analysis of LLM Exploration Mechanisms in RLVR
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    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  123. EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention
    2024/03/26 by Zhen Tian, Tian, Zhen, Wayne Xin Zhao +9 · 1 citation
    Social Sciences · Psychology · #Human Mobility and Location-Based Analysis #Mental Health Research Topics
  124. 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
  125. 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
  126. STARec: An Efficient Agent Framework for Recommender Systems via Autonomous Deliberate Reasoning
    2025/08/26 by Wu, Chenghao, Ren, Ruiyang, Zhang, Junjie +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  127. How Efficient Are Diffusion Language Models? A Critical Examination of Efficiency Evaluation Practices
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    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  128. Analyzing and Mitigating Object Hallucination: A Training Bias Perspective
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    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences