Less is More for RAG: Information Gain Pruning for Generator-Aligned Reranking and Evidence Selection

Zhipeng Song, Yizhi Zhou, Xiangyu Kong +6

Retrieval-augmented generation (RAG) grounds large language models with external evidence, but under a limited context budget, the key challenge is deciding which retrieved passage…