Retrieval-Augmented Generation

MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025 Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning ACL 2025 MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025 MIR: Methodology Inspiration Retrieval for Scientific Research Problems ACL 2025 Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025 Mixture of Small and Large Models for Chinese Spelling Check ACL 2025 MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025 MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning AAAI 2025 MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation EMNLP 2025 MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents EMNLP 2025 Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness ACL 2025 Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025 MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025 Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025 MuseScorer: Idea Originality Scoring At Scale EMNLP 2025 NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ACL 2025 NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors ACL 2025 OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025 OG-RAG: Ontology-grounded retrieval-augmented generation for large language models EMNLP 2025 OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking EMNLP 2025 One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models AAAI 2025 On Synthesizing Data for Context Attribution in Question Answering ACL 2025 Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025 Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models ACL 2025