Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts Paper • 2405.19893 • Published May 30 • 30
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries Paper • 2406.12824 • Published Jun 18 • 20
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Paper • 2406.15319 • Published Jun 21 • 62
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Paper • 2406.14972 • Published Jun 21 • 7
Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs Paper • 2408.12060 • Published Aug 22 • 5
RARe: Retrieval Augmented Retrieval with In-Context Examples Paper • 2410.20088 • Published Oct 26 • 5
Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback Paper • 2410.21242 • Published Oct 28 • 8
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation Paper • 2412.02592 • Published 26 days ago • 20