Zhicheng Dou

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