Automating Systematic Literature Reviews with Retrieval-Augmented Generation: A Comprehensive Overview

This study examines Retrieval-Augmented Generation (RAG) in large language models (LLMs) and their significant application for undertaking systematic literature reviews (SLRs). RAG-based LLMs can potentially automate tasks like data extraction, summarization, and trend identification. However, while...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Binglan Han, Teo Susnjak, Anuradha Mathrani
Format:	Article
Language:	English
Published:	MDPI AG 2024-10-01
Subjects:	retrieval-augmented generation large language models systematic literature review
Online Access:	https://www.mdpi.com/2076-3417/14/19/9103