Large Language Models Are Human-Like Annotators

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Mounika Marreddy, Subba Reddy Oota, Manish Gupta

Published: 2025, Last Modified: 21 Jan 2026ECIR (5) 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Many complex natural language processing (NLP) tasks require labeled data to effectively train machine learning models. However, human annotation, which entails assigning precise labels to data for these tasks, is both time-consuming and costly