Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy

Liyan Xu, Zhenlin Su, Mo Yu +4

Factual inconsistencies pose a significant hurdle for the faithful summarization by generative models. While a major direction to enhance inconsistency detection is to derive stron…