Ensemble-Based Uncertainty Quantification for Reliable Large Language Model Classification in Social Data Applications

David F. Farr(University of Washington), Jevin D. West(University of Washington), Nathaniel D. Bastian(United States Military Academy), Nicholas A. Clark(Harvard University), Kate Starbird(University of Colorado Boulder), Lynnette Hui Xian Ng(Defence Science and Technology Agency), Nico Manzonelli(United States Military Academy), Iain J. Cruickshank(Carnegie Mellon University)
IEEE Access
January 1, 2025
Cited by 2


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