conftrace_

label variation

7 papers

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Also known as

LV

Co-occurring keywords · papers mentioning both

large language model (3) annotation analysis (2) inter-annotator agreement (2) explanation generation (2) text annotation (2) natural language inference (2) human label variation (1) text ambiguity (1) annotation bia (1) semantic entropy (1)

Papers

Label and Explanation Variation in LLM-Based Annotation: a Case Study in Natural Language Inference ACL 2026 Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement EMNLP 2025 Uncertain (Mis)Takes at LeWiDi-2025: Modeling Human Label Variation With Semantic Entropy EMNLP 2025 Which Demographics do LLMs Default to During Annotation? ACL 2025 Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations EACL 2024 Ecologically Valid Explanations for Label Variation in NLI EMNLP 2023 The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ACL 2023