PPaperPicks

Zhicheng Dou

Renmin University of China, Beijing, China

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

DBLP profile ↗ORCID 0000-0002-9781-948X ↗Homepage ↗

Venues

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

Frequent coauthors

Yutao Zhu
×42
Ji-Rong Wen
×31
Jiajie Jin
×19
Guanting Dong
×18
Zheng Liu
×17
Xiaoxi Li
×14
Yujia Zhou
×14
Hongjin Qian
×13
Kelong Mao
×13
Ziliang Zhao
×12
Haonan Chen
×10
Peitian Zhang
×9

Papers

  1. ATIR: Towards Audio-Text Interleaved Contextual Retrieval
    ACL 2026 ·
    Tong Zhao
    ,
    Chenghao Zhang
    ,
    Yutao Zhu
    , Zhicheng Dou
  2. Agentic-R: Learning to Retrieve for Agentic Search
    ACL 2026 ·
    Wenhan Liu
    ,
    Xinyu Ma
    ,
    Yutao Zhu
    ,
    Yuchen Li
    ,
    Daiting Shi
    ,
    Dawei Yin
    , Zhicheng Dou
  3. DeepAgent: A General Reasoning Agent with Scalable Toolsets
    WWW 2026 ·
    Xiaoxi Li
    ,
    Wenxiang Jiao
    ,
    Jiarui Jin
    ,
    Guanting Dong
    ,
    Jiajie Jin
    ,
    Yinuo Wang
    ,
    Hao Wang
    ,
    Yutao Zhu
    ,
    Ji-Rong Wen
    ,
    Yuan Lu
    , Zhicheng Dou
  4. ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration
    ACL 2026 ·
    Yifei Chen
    ,
    Guanting Dong
    , Zhicheng Dou
  5. EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
    ACL 2026 ·
    Xiaoshuai Song
    ,
    Haofei Chang
    ,
    Guanting Dong
    ,
    Yutao Zhu
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  6. Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources
    AAAI 2026 ·
    Zhaoheng Huang
    ,
    Yutao Zhu
    ,
    Jirong Wen
    , Zhicheng Dou
  7. FinSight: Towards Real-World Financial Deep Research
    ACL 2026 ·
    Jiajie Jin
    ,
    Yuyao Zhang
    ,
    Yimeng Xu
    ,
    Hongjin Qian
    ,
    Yutao Zhu
    , Zhicheng Dou
  8. GLARE: Agentic Reasoning for Legal Judgment Prediction
    ACL 2026 ·
    Xinyu Yang
    ,
    Chenlong Deng
    , Zhicheng Dou
  9. HiRA: Decoupling Planning and Execution with Hierarchical Reasoning in Deep Search
    SIGIR 2026 ·
    Jiajie Jin
    ,
    Xiaoxi Li
    ,
    Yuyao Zhang
    ,
    Guanting Dong
    ,
    Zhao Yang
    ,
    Yutao Zhu
    , Zhicheng Dou
  10. HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
    AAAI 2026 ·
    Jiejun Tan
    , Zhicheng Dou,
    Yan Yu
    ,
    Jiehan Cheng
    ,
    Lifeng Liu
    ,
    Jian Xie
    ,
    Jirong Wen
  11. Internalizing Explicit Reasoning into Latent Space for Dense Retrieval
    SIGIR 2026 ·
    Jiajie Jin
    ,
    Yanzhao Zhang
    ,
    Mingxin Li
    ,
    Dingkun Long
    ,
    Pengjun Xie
    ,
    Yutao Zhu
    , Zhicheng Dou
  12. LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhaoheng Huang
    ,
    Yutao Zhu
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  13. Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning
    ACL 2026 ·
    Yuyang Hu
    ,
    Jiongnan Liu
    ,
    Jiejun Tan
    ,
    Yutao Zhu
    , Zhicheng Dou
  14. MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings
    ACL 2026 ·
    Haonan Chen
    ,
    Hong Liu
    ,
    Yuping Luo
    ,
    Liang Wang
    ,
    Nan Yang
    ,
    Furu Wei
    , Zhicheng Dou
  15. PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers
    ACL 2026 ·
    Lei Xiong
    ,
    Huaying Yuan
    ,
    Zheng Liu
    ,
    Zhao Cao
    , Zhicheng Dou
  16. RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection
    ACL 2026 ·
    Zhaoheng Huang
    ,
    Dacheng Wen
    ,
    Yutao Zhu
    ,
    Xiaoying Lian
    ,
    Yushi Liang
    ,
    Kai Hao
    ,
    Nan Li
    ,
    Liangjie Zhang
    ,
    Qi Zhang
    ,
    Ji-Rong Wen
    , Zhicheng Dou,
    Fangzhao Wu
  17. ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
    ACL 2026 ·
    Wenhan Liu
    ,
    Xinyu Ma
    ,
    Weiwei Sun
    ,
    Yutao Zhu
    ,
    Yuchen Li
    ,
    Dawei Yin
    , Zhicheng Dou
  18. Reasoning-Aware AIGC Detection via Alignment and Reinforcement
    ACL 2026 ·
    Zhao Wang
    ,
    Max Xiong
    ,
    Jianxun Lian
    , Zhicheng Dou
  19. R⌃3AG: Retriever Routing for Retrieval-Augmented Generation
    ACL 2026 ·
    Tong Zhao
    ,
    Yutao Zhu
    ,
    Yucheng Tian
    , Zhicheng Dou
  20. SmartSearch: Process Reward-Guided Query Refinement for Search Agents
    SIGIR 2026 ·
    Tongyu Wen
    ,
    Guanting Dong
    , Zhicheng Dou
  21. TimelineReasoner: Advancing Timeline Summarization with Large Reasoning Models
    SIGIR 2026 ·
    Liancheng Zhang
    ,
    Xiaoxi Li
    , Zhicheng Dou
  22. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
    SIGIR 2026 ·
    Guanting Dong
    ,
    Yifei Chen
    ,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Hongjin Qian
    ,
    Yutao Zhu
    ,
    Hangyu Mao
    ,
    Guorui Zhou
    , Zhicheng Dou,
    Ji-Rong Wen
  23. ToolScope: An Agentic Framework for Vision-Guided and Long-Horizon Tool Use
    ACL 2026 ·
    Mengjie Deng
    ,
    Guanting Dong
    , Zhicheng Dou
  24. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·
    Guanting Dong
    ,
    Licheng Bao
    ,
    Zhongyuan Wang
    ,
    Kangzhi Zhao
    ,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Jinghan Yang
    ,
    Hangyu Mao
    ,
    Fuzheng Zhang
    ,
    Kun Gai
    ,
    Guorui Zhou
    ,
    Yutao Zhu
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  25. Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
    SIGIR 2026 ·
    Chenghao Zhang
    ,
    Guanting Dong
    ,
    Xinyu Yang
    , Zhicheng Dou
  26. Web Sitemap Knowledge Can Enhance Autonomous Browsing
    ACL 2026 ·
    Yuyao Zhang
    ,
    Hongyu Lu
    ,
    Jiajie Jin
    ,
    Hongjin Qian
    ,
    Shiyu Li
    ,
    Zhao Yang
    ,
    Yutao Zhu
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  27. e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings
    ACL 2026 ·
    Haonan Chen
    ,
    Sicheng Gao
    ,
    Radu Timofte
    ,
    Tetsuya Sakai
    , Zhicheng Dou
  28. A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation
    ICLR 2025 ·
    Huimin Zeng
    ,
    Xiaojie Wang
    ,
    Anoop Jain
    , Zhicheng Dou,
    Dong Wang
  29. A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression
    ACL 2025 ·
    Chenlong Deng
    ,
    Zhisong Zhang
    ,
    Kelong Mao
    ,
    Shuaiyi Li
    ,
    Xinting Huang
    ,
    Dong Yu
    , Zhicheng Dou
  30. Boosting Long-Context Information Seeking via Query-Guided Activation Refilling
    ACL 2025 ·
    Hongjin Qian
    ,
    Zheng Liu
    ,
    Peitian Zhang
    , Zhicheng Dou,
    Defu Lian
  31. CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
    NAACL 2025 ·
    Yiruo Cheng
    ,
    Kelong Mao
    ,
    Ziliang Zhao
    ,
    Guanting Dong
    ,
    Hongjin Qian
    ,
    Yongkang Wu
    ,
    Tetsuya Sakai
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  32. Chain-of-Retrieval Augmented Generation
    NeurIPS 2025 ·
    Liang Wang
    ,
    Haonan Chen
    ,
    Nan Yang
    ,
    Xiaolong Huang
    , Zhicheng Dou,
    Furu Wei
  33. ClariLM: Enhancing Open-domain Clarification Ability for Large Language Models
    CIKM 2025 ·
    Ziliang Zhao
    ,
    Haonan Chen
    ,
    Shiren Song
    ,
    Jian Xie
    , Zhicheng Dou
  34. CoRanking: Collaborative Ranking with Small and Large Ranking Agents
    EMNLP 2025 ·
    Wenhan Liu
    ,
    Xinyu Ma
    ,
    Yutao Zhu
    ,
    Lixin Su
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    , Zhicheng Dou
  35. Collaborative Optimization Approach for Workflow Agents in User Behavior Modeling
    WWW 2025 ·
    Xinyu Zhang
    ,
    Ran Dou
    ,
    Enrui Hu
    ,
    Minjun Zhao
    ,
    Yangkai Ding
    , Zhicheng Dou
  36. DIVAgent: A Diversified Search Agent that Mimics the Human Search Process
    CIKM 2025 ·
    Zhirui Deng
    ,
    Jingfen Qiao
    , Zhicheng Dou,
    Ji-Rong Wen
    ,
    Maarten de Rijke
  37. Defending against Indirect Prompt Injection by Instruction Detection
    EMNLP 2025 ·
    Tongyu Wen
    ,
    Chenglong Wang
    ,
    Xiyuan Yang
    ,
    Haoyu Tang
    ,
    Yueqi Xie
    ,
    Lingjuan Lyu
    , Zhicheng Dou,
    Fangzhao Wu
  38. Descriptive and Discriminative Document Identifiers for Generative Retrieval
    AAAI 2025 ·
    Jiehan Cheng
    , Zhicheng Dou,
    Yutao Zhu
    ,
    Xiaoxi Li
  39. Embedding Prior Task-specific Knowledge into Language Models for Context-aware Document Ranking
    SIGKDD 2025 ·
    Shuting Wang
    ,
    Yutao Zhu
    , Zhicheng Dou
  40. Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency
    EMNLP 2025 ·
    Zhaoheng Huang
    ,
    Yutao Zhu
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  41. Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation
    CIKM 2025 ·
    Yiruo Cheng
    ,
    Hongjin Qian
    ,
    Fengran Mo
    ,
    Yongkang Wu
    ,
    Zhonghua Li
    ,
    Qi Ye
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  42. FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval
    SIGIR 2025 ·
    Chen Xu
    ,
    Zhirui Deng
    ,
    Clara Rus
    ,
    Xiaopeng Ye
    ,
    Yuanna Liu
    ,
    Jun Xu
    , Zhicheng Dou,
    Ji-Rong Wen
    ,
    Maarten de Rijke
  43. FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
    WWW 2025 ·
    Jiajie Jin
    ,
    Yutao Zhu
    , Zhicheng Dou,
    Guanting Dong
    ,
    Xinyu Yang
    ,
    Chenghao Zhang
    ,
    Tong Zhao
    ,
    Zhao Yang
    ,
    Ji-Rong Wen
  44. FollowGPT: A Framework of Follow-up Question Generation for Large Language Models via Conversation Log Mining
    CIKM 2025 ·
    Ziliang Zhao
    ,
    Shiren Song
    , Zhicheng Dou
  45. HawkBench: Investigating Resilience of RAG Methods on Stratified Information-Seeking Tasks
    NeurIPS 2025 ·
    Hongjin Qian
    ,
    Zheng Liu
    ,
    Chao Gao
    ,
    Yankai Wang
    ,
    Defu Lian
    , Zhicheng Dou
  46. Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
    ACL 2025 ·
    Jiajie Jin
    ,
    Xiaoxi Li
    ,
    Guanting Dong
    ,
    Yuyao Zhang
    ,
    Yutao Zhu
    ,
    Yongkang Wu
    ,
    Zhonghua Li
    ,
    Ye Qi
    , Zhicheng Dou
  47. HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
    WWW 2025 ·
    Jiejun Tan
    , Zhicheng Dou,
    Wen Wang
    ,
    Mang Wang
    ,
    Weipeng Chen
    ,
    Ji-Rong Wen
  48. LLMs + Persona-Plug = Personalized LLMs
    ACL 2025 ·
    Jiongnan Liu
    ,
    Yutao Zhu
    ,
    Shuting Wang
    ,
    Xiaochi Wei
    ,
    Erxue Min
    ,
    Yu Lu
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    , Zhicheng Dou
  49. Little Giants: Synthesizing High-Quality Embedding Data at Scale
    NAACL 2025 ·
    Haonan Chen
    ,
    Liang Wang
    ,
    Nan Yang
    ,
    Yutao Zhu
    ,
    Ziliang Zhao
    ,
    Furu Wei
    , Zhicheng Dou
  50. Long Context Compression with Activation Beacon
    ICLR 2025 ·
    Peitian Zhang
    ,
    Zheng Liu
    ,
    Shitao Xiao
    ,
    Ninglu Shao
    ,
    Qiwei Ye
    , Zhicheng Dou
  51. MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
    WWW 2025 ·
    Hongjin Qian
    ,
    Zheng Liu
    ,
    Peitian Zhang
    ,
    Kelong Mao
    ,
    Defu Lian
    , Zhicheng Dou,
    Tiejun Huang
  52. MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
    NeurIPS 2025 ·
    Huaying Yuan
    ,
    Jian Ni
    ,
    Zheng Liu
    ,
    Yueze Wang
    ,
    Junjie Zhou
    ,
    Zhengyang Liang
    ,
    Bo Zhao
    ,
    Zhao Cao
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  53. Neuro-Symbolic Query Compiler
    ACL 2025 ·
    Yuyao Zhang
    , Zhicheng Dou,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Yongkang Wu
    ,
    Zhonghua Li
    ,
    Ye Qi
    ,
    Ji-Rong Wen
  54. OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain
    EMNLP 2025 ·
    Shuting Wang
    ,
    Jiejun Tan
    , Zhicheng Dou,
    Ji-Rong Wen
  55. One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
    AAAI 2025 ·
    Yutao Zhu
    ,
    Zhaoheng Huang
    , Zhicheng Dou,
    Ji-Rong Wen
  56. P3: Prompts Promote Prompting
    ACL 2025 ·
    Xinyu Zhang
    ,
    Yuanquan Hu
    ,
    Fangchao Liu
    , Zhicheng Dou
  57. Progressive Multimodal Reasoning via Active Retrieval
    ACL 2025 ·
    Guanting Dong
    ,
    Chenghao Zhang
    ,
    Mengjie Deng
    ,
    Yutao Zhu
    , Zhicheng Dou,
    Ji-Rong Wen
  58. RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
    ACL 2025 ·
    Guanting Dong
    ,
    Jiajie Jin
    ,
    Xiaoxi Li
    ,
    Yutao Zhu
    , Zhicheng Dou,
    Ji-Rong Wen
  59. Retrieving Intent-covering Demonstrations for Clarification Generation in Conversational Search Systems
    SIGKDD 2025 ·
    Ziliang Zhao
    ,
    Changle Qu
    , Zhicheng Dou,
    Haonan Chen
    ,
    Jiajie Jin
  60. RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
    ACL 2025 ·
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Yujia Zhou
    ,
    Yongkang Wu
    ,
    Zhonghua Li
    ,
    Ye Qi
    , Zhicheng Dou
  61. Search-o1: Agentic Search-Enhanced Large Reasoning Models
    EMNLP 2025 ·
    Xiaoxi Li
    ,
    Guanting Dong
    ,
    Jiajie Jin
    ,
    Yuyao Zhang
    ,
    Yujia Zhou
    ,
    Yutao Zhu
    ,
    Peitian Zhang
    , Zhicheng Dou
  62. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
    EMNLP 2025 ·
    Yutao Zhu
    ,
    Jiajie Jin
    ,
    Hongjin Qian
    ,
    Zheng Liu
    , Zhicheng Dou,
    Ji-Rong Wen
  63. Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
    ACL 2025 ·
    Wenhan Liu
    ,
    Xinyu Ma
    ,
    Yutao Zhu
    ,
    Ziliang Zhao
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    , Zhicheng Dou
  64. Tackling the Length Barrier: Dynamic Context Browsing for Knowledge-Intensive Task
    SIGKDD 2025 ·
    Hongjin Qian
    ,
    Zheng Liu
    ,
    Peitian Zhang
    ,
    Kelong Mao
    ,
    Yujia Zhou
    ,
    Xu Chen
    , Zhicheng Dou
  65. TimeRAG: Enhancing Complex Temporal Reasoning with Search Engine Augmentation
    CIKM 2025 ·
    Zhao Wang
    ,
    Ziliang Zhao
    , Zhicheng Dou
  66. Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation
    AAAI 2025 ·
    Guanting Dong
    ,
    Xiaoshuai Song
    ,
    Yutao Zhu
    ,
    Runqi Qiao
    , Zhicheng Dou,
    Ji-Rong Wen
  67. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
    ,
    Zhipeng Chen
    ,
    Jiapeng Wang
    ,
    Kun Zhou
    ,
    Yutao Zhu
    ,
    Jinhao Jiang
    ,
    Yingqian Min
    ,
    Xin Zhao
    , Zhicheng Dou,
    Jiaxin Mao
    ,
    Yankai Lin
    ,
    Ruihua Song
    ,
    Jun Xu
    ,
    Xu Chen
    ,
    Rui Yan
    ,
    Zhewei Wei
    ,
    Di Hu
    ,
    Wenbing Huang
    ,
    Ji-Rong Wen
  68. Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
    WWW 2025 ·
    Guanting Dong
    ,
    Yutao Zhu
    ,
    Chenghao Zhang
    ,
    Zechen Wang
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  69. UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression
    NeurIPS 2025 ·
    Chenlong Deng
    ,
    Zhisong Zhang
    ,
    Kelong Mao
    ,
    Shuaiyi Li
    ,
    Tianqing Fang
    ,
    Hongming Zhang
    ,
    Haitao Mi
    ,
    Dong Yu
    , Zhicheng Dou
  70. Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs' Value Evaluation
    ACL 2025 ·
    Jing Yao
    ,
    Xiaoyuan Yi
    ,
    Shitong Duan
    ,
    Jindong Wang
    ,
    Yuzhuo Bai
    ,
    Muhua Huang
    ,
    Yang Ou
    ,
    Scarlett Li
    ,
    Peng Zhang
    ,
    Tun Lu
    , Zhicheng Dou,
    Maosong Sun
    ,
    James Evans
    ,
    Xing Xie
  71. WebThinker: Empowering Large Reasoning Models with Deep Research Capability
    NeurIPS 2025 ·
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Guanting Dong
    ,
    Hongjin Qian
    ,
    Yongkang Wu
    ,
    Ji-Rong Wen
    ,
    Yutao Zhu
    , Zhicheng Dou
  72. mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
    ACL 2025 ·
    Haonan Chen
    ,
    Liang Wang
    ,
    Nan Yang
    ,
    Yutao Zhu
    ,
    Ziliang Zhao
    ,
    Furu Wei
    , Zhicheng Dou
  73. A Multi-Task Embedder For Retrieval Augmented LLMs
    ACL 2024 ·
    Peitian Zhang
    ,
    Zheng Liu
    ,
    Shitao Xiao
    , Zhicheng Dou,
    Jian-Yun Nie
  74. An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements
    ACL 2024 ·
    Chenlong Deng
    , Zhicheng Dou,
    Yujia Zhou
    ,
    Peitian Zhang
    ,
    Kelong Mao
  75. BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence
    ACL 2024 ·
    Jiajie Jin
    ,
    Yutao Zhu
    ,
    Yujia Zhou
    , Zhicheng Dou
  76. Boosting the Potential of Large Language Models with an Intelligent Information Assistant
    NeurIPS 2024 ·
    Yujia Zhou
    ,
    Zheng Liu
    , Zhicheng Dou
  77. CL4DIV: A Contrastive Learning Framework for Search Result Diversification
    WSDM 2024 ·
    Zhirui Deng
    , Zhicheng Dou,
    Yutao Zhu
    ,
    Ji-Rong Wen
  78. ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
    EMNLP 2024 ·
    Kelong Mao
    ,
    Chenlong Deng
    ,
    Haonan Chen
    ,
    Fengran Mo
    ,
    Zheng Liu
    ,
    Tetsuya Sakai
    , Zhicheng Dou
  79. Cognitive Personalized Search Integrating Large Language Models with an Efficient Memory Mechanism
    WWW 2024 ·
    Yujia Zhou
    ,
    Qiannan Zhu
    ,
    Jiajie Jin
    , Zhicheng Dou
  80. CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks
    SIGIR 2024 ·
    Xiaoxi Li
    , Zhicheng Dou,
    Yujia Zhou
    ,
    Fangchao Liu
  81. Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction
    EMNLP 2024 ·
    Chenlong Deng
    ,
    Kelong Mao
    ,
    Yuyao Zhang
    , Zhicheng Dou
  82. Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training
    SIGKDD 2024 ·
    Haonan Chen
    , Zhicheng Dou,
    Xuetong Hao
    ,
    Yunhao Tao
    ,
    Shiren Song
    ,
    Zhenli Sheng
  83. Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation
    ACL 2024 ·
    Haonan Chen
    , Zhicheng Dou,
    Kelong Mao
    ,
    Jiongnan Liu
    ,
    Ziliang Zhao
  84. Generating Intent-aware Clarifying Questions in Conversational Information Retrieval Systems
    CIKM 2024 ·
    Ziliang Zhao
    , Zhicheng Dou,
    Yujia Zhou
  85. Generating Multi-turn Clarification for Web Information Seeking
    WWW 2024 ·
    Ziliang Zhao
    , Zhicheng Dou
  86. Generative Retrieval via Term Set Generation
    SIGIR 2024 ·
    Peitian Zhang
    ,
    Zheng Liu
    ,
    Yujia Zhou
    , Zhicheng Dou,
    Fangchao Liu
    ,
    Zhao Cao
  87. Grounding Language Model with Chunking-Free In-Context Retrieval
    ACL 2024 ·
    Hongjin Qian
    ,
    Zheng Liu
    ,
    Kelong Mao
    ,
    Yujia Zhou
    , Zhicheng Dou
  88. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    ACL 2024 ·
    Yutao Zhu
    ,
    Peitian Zhang
    ,
    Chenghao Zhang
    ,
    Yifei Chen
    ,
    Binyu Xie
    ,
    Zheng Liu
    ,
    Ji-Rong Wen
    , Zhicheng Dou
  89. Information Retrieval Meets Large Language Models
    WWW 2024 ·
    Zheng Liu
    ,
    Yujia Zhou
    ,
    Yutao Zhu
    ,
    Jianxun Lian
    ,
    Chaozhuo Li
    , Zhicheng Dou,
    Defu Lian
    ,
    Jian-Yun Nie
  90. Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding
    ACL 2024 ·
    Yiruo Cheng
    ,
    Kelong Mao
    , Zhicheng Dou
  91. JDivPS: A Diversified Product Search Dataset
    SIGIR 2024 ·
    Zhirui Deng
    , Zhicheng Dou,
    Yutao Zhu
    ,
    Xubo Qin
    ,
    Pengchao Cheng
    ,
    Jiangxu Wu
    ,
    Hao Wang
  92. Learning Dynamic Multi-attribute Interest for Personalized Product Search
    EMNLP 2024 ·
    Yutong Bai
    , Zhicheng Dou,
    Ji-Rong Wen
  93. Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation
    EMNLP 2024 ·
    Chenlong Deng
    ,
    Kelong Mao
    , Zhicheng Dou
  94. Metacognitive Retrieval-Augmented Large Language Models
    WWW 2024 ·
    Yujia Zhou
    ,
    Zheng Liu
    ,
    Jiajie Jin
    ,
    Jian-Yun Nie
    , Zhicheng Dou
  95. Mining Exploratory Queries for Conversational Search
    WWW 2024 ·
    Wenhan Liu
    ,
    Ziliang Zhao
    ,
    Yutao Zhu
    , Zhicheng Dou
  96. RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment
    EMNLP 2024 ·
    Kelong Mao
    ,
    Zheng Liu
    ,
    Hongjin Qian
    ,
    Fengran Mo
    ,
    Chenlong Deng
    , Zhicheng Dou
  97. Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs
    ACL 2024 ·
    Jiejun Tan
    , Zhicheng Dou,
    Yutao Zhu
    ,
    Peidong Guo
    ,
    Kun Fang
    ,
    Ji-Rong Wen
  98. UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models
    AAAI 2024 ·
    Xiaoxi Li
    ,
    Yujia Zhou
    , Zhicheng Dou