Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output

Hithesh Sankararaman, Mohammed Nasheed Yasin, Tanner Sorensen +2

We present a light-weight approach for detecting nonfactual outputs from retrieval-augmented generation (RAG). Given a context and putative output, we compute a factuality score th…