Xiaoqian Li

External Knowledge Is Not Always Needed: An Adaptive Retrieval Augmented Generation Method

2024

Retrieval augmented generation (RAG), by integrating external knowledge with large language models (LLMs), has become a common practice to alleviate LLMs’ hallucination problem. The performance of RAG, however, depends on the capability of the adopted …