Retrieval-Augmented Generation

LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025 LTRAG: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided RAG ACL 2025 M³GQA: A Multi-Entity Multi-Hop Multi-Setting Graph Question Answering Benchmark ACL 2025 MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation ACL 2025 Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention ACL 2025 MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 MedTutor: A Retrieval-Augmented LLM System for Case-Based Medical Education EMNLP 2025 MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ACL 2025 MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students AAAI 2025 MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025 Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025 MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems NAACL 2025 Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025 MITRA-zh-eval: Using a Buddhist Chinese Language Evaluation Dataset to Assess Machine Translation and Evaluation Metrics NAACL 2025 MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models ICLR 2025 MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 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 Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation IJCAI 2025 Multi-Prompting Decoder Helps Better Language Understanding ACL 2025 Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025 MyMy at SemEval-2025 Task 9: A Robust Knowledge-Augmented Data Approach for Reliable Food Hazard Detection SemEval 2025 NeuralNexus at BEA 2025 Shared Task: Retrieval-Augmented Prompting for Mistake Identification in AI Tutors ACL 2025