RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation
Paper • 2408.02545 • Published • 40
RAG
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RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
Paper • 2407.13998 • Published -
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
Paper • 2408.08067 • Published • 2 -
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Paper • 2504.20073 • Published • 12 -
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 79 -
CRAG -- Comprehensive RAG Benchmark
Paper • 2406.04744 • Published • 46 -
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
Paper • 2401.15391 • Published • 6 -
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking
Paper • 2408.08535 • Published -
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers
Paper • 2404.07220 • Published -
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
Paper • 2401.17043 • Published