作者位次 #5/12ACL 2026Poster· Natural Language Processing
RLS eek: Evidence-Grounded Reasoning for RAG Hallucination Detection
Zhaoheng Huang · Dacheng Wen · Yutao Zhu · Xiaoying Lian · Yushi Liang · Kai Hao · Nan Li · Liangjie Zhang · Qi Zhang · Ji-Rong Wen · Zhicheng Dou · Fangzhao Wu
摘要
Large language models (LLMs) in retrieval-augmented generation systems can still produce hallucinations, generating content that is unsupported or contradicted by the source texts and undermines reliability. Recent work addressed this problem by training span-level hallucination detectors using r...