作者位次 #3/3SIGIR 2026Poster· Information Retrieval (Short)
Attend to Fragments: How Key Information Affects Large Language Models for Factual Inconsistency Detection
Xindi Guo · Zhen Xie · Patrick H. Chen
摘要
\begin{abstract}As large language models (LLMs) continue to advance, a key challenge remains their tendency to hallucinate, generating fluent yet inconsistent content that lacks factual grounding. Natural language inference (NLI)-based methods, which determine whether one statement can be logical...