作者位次 #2/5ACL 2026Poster· Natural Language Processing
Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG -based Benchmark, New Insights
Wenbo Chen · Veena Padmanabhan · Tootiya Giyahchi · Elaine Wong · Leman Akoglu
摘要
Hallucination, broadly referring to unfaithful, fabricated, or inconsistent content generated by LLMs, has wide-ranging implications. Therefore, a large body of effort has been devoted to detecting LLM hallucinations, as well as designing benchmark datasets for evaluating these detectors. In this...