K S M Tozammel Hossain

Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models

Retrieval Augmented Generation (RAG) has been shown to enhance the factual accuracy of Large Language Models (LLMs) by providing external evidence, but existing methods often suffer from limited reasoning capabilities (e.g., multi-hop complexities) in effectively using such evidence, particularly wh…