PPaperPicks

Zhicheng Dou

Renmin University of China, Beijing, China

98 papers at tracked venues · 78 at CORE A* · active 2024–2026

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Venues

ACL ×38WWW ×12EMNLP ×11SIGIR ×10AAAI ×6CIKM ×6NeurIPS ×6SIGKDD ×4ICLR ×2NAACL ×2WSDM ×1

Frequent coauthors

Xiaoxi Li
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Jiajie Jin
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Haonan Chen
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Guanting Dong
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Wenhan Liu
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Chenlong Deng
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Hongjin Qian
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Ziliang Zhao
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Zhaoheng Huang
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Jiejun Tan
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Yiruo Cheng
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Zhirui Deng
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Papers

  1. ATIR: Towards Audio-Text Interleaved Contextual Retrieval
    ACL 2026 ·
    Tong Zhao
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  2. Agentic-R: Learning to Retrieve for Agentic Search
    ACL 2026 ·
    Wenhan Liu
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  3. DeepAgent: A General Reasoning Agent with Scalable Toolsets
    WWW 2026 ·
    Xiaoxi Li
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  4. ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration
    ACL 2026 ·
    Yifei Chen
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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. FinSight: Towards Real-World Financial Deep Research
    ACL 2026 ·
    Jiajie Jin
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  8. GLARE: Agentic Reasoning for Legal Judgment Prediction
    ACL 2026 ·
    Xinyu Yang
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  9. HiRA: Decoupling Planning and Execution with Hierarchical Reasoning in Deep Search
    SIGIR 2026 ·
    Jiajie Jin
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  10. HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
    AAAI 2026 ·
    Jiejun Tan
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  11. Internalizing Explicit Reasoning into Latent Space for Dense Retrieval
    SIGIR 2026 ·
    Jiajie Jin
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  12. LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhaoheng Huang
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  13. Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning
    ACL 2026 ·
    Yuyang Hu
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  14. MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings
    ACL 2026 ·
    Haonan Chen
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  15. PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers
    ACL 2026 ·
    Lei Xiong
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  16. RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection
    ACL 2026 ·
    Zhaoheng Huang
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  17. ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
    ACL 2026 ·
    Wenhan Liu
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  18. Reasoning-Aware AIGC Detection via Alignment and Reinforcement
    ACL 2026 ·
    Zhao Wang
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  19. R⌃3AG: Retriever Routing for Retrieval-Augmented Generation
    ACL 2026 ·
    Tong Zhao
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  20. SmartSearch: Process Reward-Guided Query Refinement for Search Agents
    SIGIR 2026 ·
    Tongyu Wen
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  21. TimelineReasoner: Advancing Timeline Summarization with Large Reasoning Models
    SIGIR 2026 ·
    Liancheng Zhang
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  22. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
    SIGIR 2026 ·
    Guanting Dong
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  23. ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use
    ACL 2026 ·
    Mengjie Deng
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  24. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·
    Guanting Dong
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  25. Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
    SIGIR 2026 ·
    Chenghao Zhang
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  26. Web Sitemap Knowledge Can Enhance Autonomous Browsing
    ACL 2026 ·
    Yuyao Zhang
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  27. e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings
    ACL 2026 ·
    Haonan Chen
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  28. A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation
    ICLR 2025 ·
    Huimin Zeng
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  29. A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression
    ACL 2025 ·
    Chenlong Deng
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  30. Boosting Long-Context Information Seeking via Query-Guided Activation Refilling
    ACL 2025 ·
    Hongjin Qian
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  31. CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
    NAACL 2025 ·
    Yiruo Cheng
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  32. Chain-of-Retrieval Augmented Generation
    NeurIPS 2025 ·
    Liang Wang
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  33. ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models
    CIKM 2025 ·
    Ziliang Zhao
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  34. CoRanking: Collaborative Ranking with Small and Large Ranking Agents
    EMNLP 2025 ·
    Wenhan Liu
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  35. Collaborative Optimization Approach for Workflow Agents in User Behavior Modeling
    WWW 2025 ·
    Xinyu Zhang
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  36. DIVAgent: A Diversified Search Agent that Mimics the Human Search Process
    CIKM 2025 ·
    Zhirui Deng
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  37. Defending against Indirect Prompt Injection by Instruction Detection
    EMNLP 2025 ·
    Tongyu Wen
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  38. Descriptive and Discriminative Document Identifiers for Generative Retrieval
    AAAI 2025 ·
    Jiehan Cheng
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  39. Embedding Prior Task-specific Knowledge into Language Models for Context-aware Document Ranking
    SIGKDD 2025 ·
    Shuting Wang
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  40. Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency
    EMNLP 2025 ·
    Zhaoheng Huang
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  41. Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation
    CIKM 2025 ·
    Yiruo Cheng
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  42. FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval
    SIGIR 2025 ·
    Chen Xu
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  43. FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
    WWW 2025 ·
    Jiajie Jin
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  44. FollowGPT: A Framework of Follow-up Question Generation for Large Language Models via Conversation Log Mining
    CIKM 2025 ·
    Ziliang Zhao
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  45. HawkBench: Investigating Resilience of RAG Methods on Stratified Information-Seeking Tasks
    NeurIPS 2025 ·
    Hongjin Qian
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  46. Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
    ACL 2025 ·
    Jiajie Jin
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  47. HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
    WWW 2025 ·
    Jiejun Tan
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  48. LLMs + Persona-Plug = Personalized LLMs
    ACL 2025 ·
    Jiongnan Liu
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  49. Little Giants: Synthesizing High-Quality Embedding Data at Scale
    NAACL 2025 ·
    Haonan Chen
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  50. Long Context Compression with Activation Beacon
    ICLR 2025 ·
    Peitian Zhang
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  51. MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
    WWW 2025 ·
    Hongjin Qian
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  52. MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
    NeurIPS 2025 ·
    Huaying Yuan
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  53. Neuro-Symbolic Query Compiler
    ACL 2025 ·
    Yuyao Zhang
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  54. OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain
    EMNLP 2025 ·
    Shuting Wang
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  55. One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
    AAAI 2025 ·
    Yutao Zhu
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  56. P3: Prompts Promote Prompting
    ACL 2025 ·
    Xinyu Zhang
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  57. Progressive Multimodal Reasoning via Active Retrieval
    ACL 2025 ·
    Guanting Dong
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  58. RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
    ACL 2025 ·
    Guanting Dong
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  59. Retrieving Intent-covering Demonstrations for Clarification Generation in Conversational Search Systems
    SIGKDD 2025 ·
    Ziliang Zhao
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  60. RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
    ACL 2025 ·
    Xiaoxi Li
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  61. Search-o1: Agentic Search-Enhanced Large Reasoning Models
    EMNLP 2025 ·
    Xiaoxi Li
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  62. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
    EMNLP 2025 ·
    Yutao Zhu
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  63. Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
    ACL 2025 ·
    Wenhan Liu
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  64. Tackling the Length Barrier: Dynamic Context Browsing for Knowledge-Intensive Task
    SIGKDD 2025 ·
    Hongjin Qian
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  65. TimeRAG: Enhancing Complex Temporal Reasoning with Search Engine Augmentation
    CIKM 2025 ·
    Zhao Wang
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  66. Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation
    AAAI 2025 ·
    Guanting Dong
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  67. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
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  68. Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
    WWW 2025 ·
    Guanting Dong
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  69. UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression
    NeurIPS 2025 ·
    Chenlong Deng
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  70. Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation
    ACL 2025 ·
    Jing Yao
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  71. WebThinker: Empowering Large Reasoning Models with Deep Research Capability
    NeurIPS 2025 ·
    Xiaoxi Li
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  72. mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
    ACL 2025 ·
    Haonan Chen
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  73. A Multi-Task Embedder For Retrieval Augmented LLMs
    ACL 2024 ·
    Peitian Zhang
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  74. An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements
    ACL 2024 ·
    Chenlong Deng
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  75. BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence
    ACL 2024 ·
    Jiajie Jin
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  76. Boosting the Potential of Large Language Models with an Intelligent Information Assistant
    NeurIPS 2024 ·
    Yujia Zhou
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  77. CL4DIV: A Contrastive Learning Framework for Search Result Diversification
    WSDM 2024 ·
    Zhirui Deng
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  78. ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
    EMNLP 2024 ·
    Kelong Mao
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  79. Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism
    WWW 2024 ·
    Yujia Zhou
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  80. CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks
    SIGIR 2024 ·
    Xiaoxi Li
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  81. Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
    EMNLP 2024 ·
    Chenlong Deng
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  82. Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training
    SIGKDD 2024 ·
    Haonan Chen
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  83. Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation
    ACL 2024 ·
    Haonan Chen
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  84. Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems
    CIKM 2024 ·
    Ziliang Zhao
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  85. Generating Multi-turn Clarification for Web Information Seeking
    WWW 2024 ·
    Ziliang Zhao
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  86. Generative Retrieval via Term Set Generation
    SIGIR 2024 ·
    Peitian Zhang
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  87. Grounding Language Model with Chunking-Free In-Context Retrieval
    ACL 2024 ·
    Hongjin Qian
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  88. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    ACL 2024 ·
    Yutao Zhu
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  89. Information Retrieval Meets Large Language Models
    WWW 2024 ·
    Zheng Liu
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  90. Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding
    ACL 2024 ·
    Yiruo Cheng
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  91. JDivPS: A Diversified Product Search Dataset
    SIGIR 2024 ·
    Zhirui Deng
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  92. Learning Dynamic Multi-attribute Interest for Personalized Product Search
    EMNLP 2024 ·
    Yutong Bai
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  93. Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation
    EMNLP 2024 ·
    Chenlong Deng
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  94. Metacognitive Retrieval-Augmented Large Language Models
    WWW 2024 ·
    Yujia Zhou
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  95. Mining Exploratory Queries for Conversational Search
    WWW 2024 ·
    Wenhan Liu
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  96. RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment
    EMNLP 2024 ·
    Kelong Mao
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  97. 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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  98. UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models
    AAAI 2024 ·
    Xiaoxi Li
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