RAG
Rewrite-Retrieve-Read This work introduces a new framework, Rewrite-Retrieve-Read1 instead of the previous retrieve-then-read for the retrieval-augmented LLMs from the perspective of the query rewriting. In this framework, a small language model is adopted as a trainable rewriter to cater to the downstream LLM. Figure 1. Overview of proposed pipeline. (a) standard retrieve-then-read method. (b) LLM as a query rewriter. (c) pipeline with a trainable writer. (Image source: (Query Rewriting for Retrieval-Augmented Large Language Models))...