PPaperPicks

Ji-Rong Wen

Renmin University of China, Beijing, China

132 papers at tracked venues · 94 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9777-9676 ↗Google Scholar ↗

Venues

ACL ×26EMNLP ×18NeurIPS ×13SIGIR ×12ICLR ×10AAAI ×9WWW ×9CIKM ×7SIGKDD ×7NAACL ×6RecSys ×4ICDE ×3ICML ×2ACM MM ×1CVPR ×1ECCV ×1ICCV ×1WACV ×1WSDM ×1

Frequent coauthors

Guanting Dong
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Bowen Zheng
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Zhaoheng Huang
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Jiejun Tan
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Zhipeng Chen
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Zhen Tian
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Sunhao Dai
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Yutao Zhu
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Jie Chen
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Yifan Li
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Jia Deng
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Xiaoxi Li
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Papers

  1. Analyzing and Mitigating Object Hallucination: A Training Bias Perspective
    AAAI 2026 ·
    Yifan Li
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  2. Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models
    ACL 2026 ·
    Jia Deng
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  3. Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models
    ACL 2026 ·
    Haoxiang Sun
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  4. DeepAgent: A General Reasoning Agent with Scalable Toolsets
    WWW 2026 ·
    Xiaoxi Li
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  5. EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
    ACL 2026 ·
    Xiaoshuai Song
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  6. Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources
    AAAI 2026 ·
    Zhaoheng Huang
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  7. Experience-Driven Reflective Co-Evolution of Prompts and Heuristics for Autonomous Algorithm Design
    ACL 2026 ·
    Yihong Liu
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  8. From Search to Ask to Act: The Evolution of Information Access in the Age of Large Models and Agents
    SIGIR 2026 · Ji-Rong Wen
  9. GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction
    WWW 2026 ·
    Kesha Ou
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  10. Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis
    AAAI 2026 ·
    Rui Zou
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  11. HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
    AAAI 2026 ·
    Jiejun Tan
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  12. L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention
    AAAI 2026 ·
    Yu-Liang Zhan
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  13. LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhaoheng Huang
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  14. LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
    ACL 2026 ·
    Fengqi Zhu
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  15. Learning to Retrieve from Agent Trajectories
    SIGIR 2026 ·
    Yuqi Zhou
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  16. RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection
    ACL 2026 ·
    Zhaoheng Huang
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  17. Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature Enhancement
    SIGKDD 2026 ·
    Yuan Mi
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  18. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
    SIGIR 2026 ·
    Guanting Dong
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  19. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·
    Guanting Dong
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  20. Universal Item Tokenization for Transferable Generative Recommendation
    SIGIR 2026 ·
    Bowen Zheng
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  21. Web Sitemap Knowledge Can Enhance Autonomous Browsing
    ACL 2026 ·
    Yuyao Zhang
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  22. Addressing Personalized Bias for Unbiased Learning to Rank
    CIKM 2025 ·
    Zechun Niu
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  23. Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation
    CIKM 2025 ·
    Bowen Zheng
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  24. BordaRAG: Resolving Knowledge Conflict in Retrieval-Augmented Generation via Borda Voting Process
    CIKM 2025 ·
    Yuxin Li
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  25. Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation
    SIGKDD 2025 ·
    Enze Liu
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  26. CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
    NAACL 2025 ·
    Yiruo Cheng
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  27. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
    NAACL 2025 ·
    Lei Wang
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  28. Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
    SIGKDD 2025 ·
    Yuan Mi
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  29. DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning
    NAACL 2025 ·
    Xinyu Tang
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  30. DIVAgent: A Diversified Search Agent that Mimics the Human Search Process
    CIKM 2025 ·
    Zhirui Deng
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  31. Dense Retrieval for Aggregated Search
    CIKM 2025 ·
    Lang Mei
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  32. Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation
    SIGKDD 2025 ·
    Bowen Zheng
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  33. Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency
    EMNLP 2025 ·
    Zhaoheng Huang
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  34. Enhancing Reward Models for High-Quality Image Generation: Beyond Text-Image Alignment
    ICCV 2025 ·
    Ying Ba
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  35. Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation
    RecSys 2025 ·
    Bowen Zheng
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  36. Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation
    CIKM 2025 ·
    Yiruo Cheng
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  37. Exploring the Design Space of Visual Context Representation in Video MLLMs
    ICLR 2025 ·
    Yifan Du
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  38. Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
    SIGIR 2025 ·
    Yuqi Zhou
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  39. Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
    EMNLP 2025 ·
    Zhipeng Chen
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  40. FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval
    SIGIR 2025 ·
    Chen Xu
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  41. FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
    WWW 2025 ·
    Jiajie Jin
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  42. FlexWorld: Progressively Expanding 3D Scenes for Flexible-View Exploration
    NeurIPS 2025 ·
    Luxi Chen
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  43. From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
    ICLR 2025 ·
    Changle Qu
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  44. GenSim: A General Social Simulation Platform with Large Language Model based Agents
    NAACL 2025 ·
    Jiakai Tang
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  45. HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
    WWW 2025 ·
    Jiejun Tan
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  46. ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming Contests
    NeurIPS 2025 ·
    Shiyi Xu
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  47. Improving Retrospective Language Agents via Joint Policy Gradient Optimization
    NAACL 2025 ·
    Xueyang Feng
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  48. Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
    ICLR 2025 ·
    Xiaolei Wang
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  49. Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study
    SIGIR 2025 ·
    Zechun Niu
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  50. Irrational Complex Rotations Empower Low-bit Optimizers
    NeurIPS 2025 ·
    Zhen Tian
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  51. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
    ACL 2025 ·
    Jinhao Jiang
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  52. KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing
    SIGKDD 2025 ·
    Rui Li
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  53. LLM-Empowered Creator Simulation for Long-Term Evaluation of Recommender Systems Under Information Asymmetry
    SIGIR 2025 ·
    Xiaopeng Ye
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  54. Large Language Diffusion Models
    NeurIPS 2025 ·
    Shen Nie
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  55. Less is More: High-value Data Selection for Visual Instruction Tuning
    ACM MM 2025 ·
    Zikang Liu
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  56. MMATH: A Multilingual Benchmark for Mathematical Reasoning
    EMNLP 2025 ·
    Wenyang Luo
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  57. Masked Diffusion Models as Energy Minimization
    NeurIPS 2025 ·
    Sitong Chen
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  58. MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
    NeurIPS 2025 ·
    Zeyu Zhang
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  59. Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
    ICLR 2025 ·
    Jinhao Jiang
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  60. MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
    NeurIPS 2025 ·
    Huaying Yuan
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  61. MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation
    ICML 2025 ·
    Qi Wang
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  62. NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
    SIGIR 2025 ·
    Sunhao Dai
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  63. Neuro-Symbolic Query Compiler
    ACL 2025 ·
    Yuyao Zhang
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  64. Neuron based Personality Trait Induction in Large Language Models
    ICLR 2025 ·
    Jia Deng
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  65. OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain
    EMNLP 2025 ·
    Shuting Wang
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  66. One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
    AAAI 2025 ·
    Yutao Zhu
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  67. Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
    ICLR 2025 ·
    Haoyu Wang
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  68. Progressive Multimodal Reasoning via Active Retrieval
    ACL 2025 ·
    Guanting Dong
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  69. RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
    ACL 2025 ·
    Guanting Dong
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  70. Regulatory DNA Sequence Design with Reinforcement Learning
    ICLR 2025 ·
    Zhao Yang
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  71. Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User
    SIGIR 2025 ·
    Xiaolei Wang
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  72. Self-Calibrated Listwise Reranking with Large Language Models
    WWW 2025 ·
    Ruiyang Ren
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  73. SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
    EMNLP 2025 ·
    Shuang Sun
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  74. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
    EMNLP 2025 ·
    Yutao Zhu
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  75. Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning
    EMNLP 2025 ·
    Huatong Song
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  76. Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework
    EMNLP 2025 ·
    Jie Chen
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  77. Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization
    ICLR 2025 ·
    Wenkai Yang
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  78. Test-Time Alignment with State Space Model for Tracking User Interest Shifts in Sequential Recommendation
    RecSys 2025 ·
    Changshuo Zhang
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  79. Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
    ACL 2025 ·
    Xiaoxue Cheng
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  80. Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation
    AAAI 2025 ·
    Guanting Dong
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  81. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
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  82. TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
    NAACL 2025 ·
    Zeyu Zhang
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  83. Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback
    ICLR 2025 ·
    Zexu Sun
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  84. Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
    WWW 2025 ·
    Guanting Dong
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  85. Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing
    WACV 2025 ·
    Wenyi Mo
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  86. Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
    AAAI 2025 ·
    Xinyu Tang
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  87. ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models
    EMNLP 2025 ·
    Zikang Liu
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  88. WebThinker: Empowering Large Reasoning Models with Deep Research Capability
    NeurIPS 2025 ·
    Xiaoxi Li
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  89. YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model
    ACL 2025 ·
    Yiwen Hu
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  90. Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation
    ICDE 2024 ·
    Bowen Zheng
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  91. AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
    WWW 2024 ·
    Junjie Zhang
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  92. An Analysis and Mitigation of the Reversal Curse
    EMNLP 2024 ·
    Ang Lv
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  93. AuriSRec: Adversarial User Intention Learning in Sequential Recommendation
    EMNLP 2024 ·
    Junjie Zhang
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  94. BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
    EMNLP 2024 ·
    Ruiyang Ren
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  95. Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
    ICLR 2024 ·
    Geyang Guo
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  96. CL4DIV: A Contrastive Learning Framework for Search Result Diversification
    WSDM 2024 ·
    Zhirui Deng
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  97. Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model
    ACL 2024 ·
    Zhiwei Li
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  98. Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
    ACL 2024 ·
    Sunhao Dai
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  99. Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time
    SIGKDD 2024 ·
    Haiyuan Zhao
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  100. DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
    ACL 2024 ·
    Hongda Sun
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  101. Dynamic Prompt Optimizing for Text-to-Image Generation
    CVPR 2024 ·
    Wenyi Mo
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  102. EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention
    SIGIR 2024 ·
    Zhen Tian
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  103. Exploring Context Window of Large Language Models via Decomposed Positional Vectors
    NeurIPS 2024 ·
    Zican Dong
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  104. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    ACL 2024 ·
    Yutao Zhu
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  105. Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models
    ECCV 2024 ·
    Yifan Li
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  106. Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint
    ACL 2024 ·
    Zhipeng Chen
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  107. JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
    NeurIPS 2024 ·
    Kun Zhou
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  108. LLMBox: A Comprehensive Library for Large Language Models
    ACL 2024 ·
    Tianyi Tang
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  109. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
    ACL 2024 ·
    Tianyi Tang
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  110. Large Language Model Powered Agents for Information Retrieval
    SIGIR 2024 ·
    An Zhang
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  111. Large Language Model Powered Agents in the Web
    WWW 2024 ·
    Yang Deng
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  112. Large Language Model-based Human-Agent Collaboration for Complex Task Solving
    EMNLP 2024 ·
    Xueyang Feng
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  113. Learning Dynamic Multi-attribute Interest for Personalized Product Search
    EMNLP 2024 ·
    Yutong Bai
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  114. Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
    ACL 2024 ·
    Changyu Chen
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  115. Modeling User Attention in Music Recommendation
    ICDE 2024 ·
    Sunhao Dai
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  116. Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
    EMNLP 2024 ·
    Zhipeng Chen
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  117. Optimizing Probabilistic Box Embeddings with Distance Measures
    ICDE 2024 ·
    Lang Mei
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  118. P2C2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
    NeurIPS 2024 ·
    Qi Wang
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  119. Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation
    RecSys 2024 ·
    Lanling Xu
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  120. REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
    EMNLP 2024 ·
    Yuhao Wang
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  121. Reflective Multi-Agent Collaboration based on Large Language Models
    NeurIPS 2024 ·
    Xiaohe Bo
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  122. Rotative Factorization Machines
    SIGKDD 2024 ·
    Zhen Tian
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  123. Scaling Law of Large Sequential Recommendation Models
    RecSys 2024 ·
    Gaowei Zhang
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  124. Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
    EMNLP 2024 ·
    Xiaoxue Cheng
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  125. Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs
    ACL 2024 ·
    Jiejun Tan
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  126. StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
    NeurIPS 2024 ·
    Jianan Li
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  127. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
    ACL 2024 ·
    Junyi Li
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  128. Towards Completeness-Oriented Tool Retrieval for Large Language Models
    CIKM 2024 ·
    Changle Qu
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  129. Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression
    ACL 2024 ·
    Peiyu Liu
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  130. Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training
    ICML 2024 ·
    Jinxia Yang
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  131. Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
    EMNLP 2024 ·
    Jie Chen
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  132. Your Career Path Matters in Person-Job Fit
    AAAI 2024 ·
    Zhuocheng Gong
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