Zhicheng Dou

ATIR: Towards Audio-Text Interleaved Contextual Retrieval ACL 2026 ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration ACL 2026 Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources AAAI 2026 FinSight: Towards Real-World Financial Deep Research ACL 2026 GLARE: Agentic Reasoning for Legal Judgment Prediction ACL 2026 HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches AAAI 2026 LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation ACL 2026 MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings ACL 2026 R^3AG: Retriever Routing for Retrieval-Augmented Generation ACL 2026 ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability ACL 2026 RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection ACL 2026 A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation ICLR 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025 CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation NAACL 2025 CoRanking: Collaborative Ranking with Small and Large Ranking Agents EMNLP 2025 Defending against Indirect Prompt Injection by Instruction Detection EMNLP 2025 Descriptive and Discriminative Document Identifiers for Generative Retrieval AAAI 2025 Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025 Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval COLING 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation COLING 2025 Hierarchical Document Refinement for Long-context Retrieval-augmented Generation ACL 2025 How Credible Is an Answer From Retrieval-Augmented LLMs? Investigation and Evaluation With Multi-Hop QA COLING 2025 Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 LLMs + Persona-Plug = Personalized LLMs ACL 2025 Long Context Compression with Activation Beacon ICLR 2025 mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ACL 2025 Neuro-Symbolic Query Compiler ACL 2025 OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025 One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models AAAI 2025 P3: Prompts Promote Prompting ACL 2025 Progressive Multimodal Reasoning via Active Retrieval ACL 2025 RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation ACL 2025 RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation ACL 2025 RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025 Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025 Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025 Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025 Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025 Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025 Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation ACL 2025 A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024 BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024 Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction EMNLP 2024 Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ACL 2024 Grounding Language Model with Chunking-Free In-Context Retrieval ACL 2024 Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024 INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024 Learning Dynamic Multi-attribute Interest for Personalized Product Search EMNLP 2024 Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024 RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment EMNLP 2024 Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs ACL 2024 UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models AAAI 2024 Enhancing Generative Retrieval with Reinforcement Learning from Relevance Feedback EMNLP 2023 Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning ACL 2023 Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval EMNLP 2023 Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search EMNLP 2023 Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search AAAI 2023 Search-Oriented Conversational Query Editing ACL 2023 Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding COLING 2022 ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval EMNLP 2022 Explicit Query Rewriting for Conversational Dense Retrieval EMNLP 2022 Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL 2022 MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022 Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder EMNLP 2021 Neural Sentence Ordering Based on Constraint Graphs AAAI 2021 Leveraging Multi-Token Entities in Document-Level Named Entity Recognition AAAI 2020 ScriptWriter: Narrative-Guided Script Generation ACL 2020 Improving Web Search Ranking by Incorporating Structured Annotation of Queries EMNLP 2013