SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction

Lu Dai, Yijie Xu, Jinhui Ye +2

Large Language Models (LLMs) have demonstrated improved generation performance by incorporating externally retrieved knowledge, a process known as retrieval-augmented generation (R…