一作ACL 2026Findings· Findings of ACL
Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations
Pingjun Hong · Beiduo Chen · Siyao Peng · Marie-Catherine de Marneffe · Benjamin Roth · Barbara Plank
摘要
Natural Language Inference (NLI) datasets often exhibit human label variation. To better understand these variations, explanation-based approaches analyze the underlying reasoning behind annotators’ decisions. One such approach is the LiTEx taxonomy, which categorizes free-text explanations in En...