Tanner Sorensen

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

We present a light-weight approach for detecting nonfactual outputs from retrieval-augemented generation (RAG). Given a context and putative output, we compute a factuality score that can be thresholded to yield a binary decision to check the results of LLM-based question-answering, summarization, o…