human label variation

On the Interplay between Human Label Variation and Model Fairness EACL 2026 Fine-grained Fallacy Detection with Human Label Variation NAACL 2025 LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference EMNLP 2025 Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values ACL 2025 Revisiting Active Learning under (Human) Label Variation EMNLP 2025 Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation EMNLP 2025 “Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? EMNLP 2024 VariErr NLI: Separating Annotation Error from Human Label Variation ACL 2024 Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It’s Best to Relate Perspectives! EMNLP 2023 From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification EMNLP 2023 The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ACL 2023 The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation EMNLP 2022