Two contrasting data annotation paradigms for subjective NLP tasks

Labelled data is the foundation of most natural language processing tasks. However, labelling data is difficult and there often are diverse valid beliefs about what the correct data labels should be. So far, dataset creators have acknowledged annotator subjectivity, but rarely actively managed it in...

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Bibliographic Details
Main Authors: Röttger, P, Vidgen, B, Hovy, D, Pierrehumbert, JB
Format: Conference item
Language:English
Published: Association for Computational Linguistics 2022