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Published at November 22

Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models

cs.CL

Released Date: November 22, 2024

Authors: Luhang Sun¹, Varsha Pendyala², Yun-Shiuan Chuang³, Shanglin Yang³, Jonathan Feldman⁴, Andrew Zhao⁵, Munmun De Choudhury⁴, Sijia Yang¹, Dhavan Shah¹

Aff.: ¹School of Journalism and Mass Communication, University of Wisconsin–Madison; ²Department of Electrical & Computer Engineering, University of Wisconsin–Madison; ³Department of Computer Science, University of Wisconsin–Madison; ⁴School of Interactive Computing, Georgia Institute of Technology; ⁵Institute of People and Technology, Georgia Institute of Technology

Arxiv: http://arxiv.org/abs/2411.14720v1