A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions
Paper • 2410.12837 • Published • 1
RAG
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A Survey on Retrieval-Augmented Text Generation for Large Language Models
Paper • 2404.10981 • Published • 1 -
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Paper • 2501.13958 • Published • 1 -
Graph Retrieval-Augmented Generation: A Survey
Paper • 2408.08921 • Published • 4 -
LightRAG: Simple and Fast Retrieval-Augmented Generation
Paper • 2410.05779 • Published • 43 -
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing
Paper • 2404.19543 • Published • 1 -
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables
Paper • 2504.09554 • Published -
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey
Paper • 2504.14891 • Published • 1 -
Evaluation of Retrieval-Augmented Generation: A Survey
Paper • 2405.07437 • Published -
Can LLMs Be Trusted for Evaluating RAG Systems? A Survey of Methods and Datasets
Paper • 2504.20119 • Published • 3 -
RAGAS: Automated Evaluation of Retrieval Augmented Generation
Paper • 2309.15217 • Published • 6 -
JudgeBench: A Benchmark for Evaluating LLM-based Judges
Paper • 2410.12784 • Published • 47 -
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Paper • 2406.12624 • Published • 37