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Scholarly Works - Conferences


Learning Subjective Label Distributions via Sociocultural Descriptors

Conference Emnlp 2025 2025 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference · January 1, 2025 Subjectivity in NLP tasks, e.g., toxicity classification, has emerged as a critical challenge precipitated by the increased deployment of NLP systems in content-sensitive domains. Conventional approaches aggregate annotator judgements (labels), ignoring mi ... Full text Cite