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What is Systematic Review of RAG Techniques about?
This systematic literature review analyzes 128 influential studies on Retrieval-Augmented Generation (RAG) published between 2020 and May 2025, focusing on techniques, metrics, and challenges in the field. The review follows the PRISMA 2020 guidelines to ensure transparency and reproducibility, cataloging datasets, architectures, and evaluation practices while identifying gaps and future research directions. It serves as a comprehensive resource for both NLP researchers and engineers, offering insights into
- Author
- gupeng.nju
- Language
- EN