Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP

Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP Wei Du author Laksh Advani author Yashmeet Gambhir author Daniel Perry author Prashant Shiralkar author Zhengzheng Xing author Aaron Colak author 2023-12 text Proceedings of the Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM) Sebastian Gehrmann editor Alex Wang editor João Sedoc editor Elizabeth Clark editor Kaustubh Dhole editor Khyathi Raghavi Chandu editor Enrico Santus editor Hooman Sedghamiz editor Association for Computational Linguistics Singapore conference publication du-etal-2023-effective https://aclanthology.org/2023.gem-1.5/ 2023-12 53 61