Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science

Yida Mu, Ben P. Wu, William Thorne, Ambrose Robinson, Nikolaos Aletras, Carolina Scarton, Kalina Bontcheva, Xingyi Song. Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science. In Nicoletta Calzolari, Min-Yen Kan, Véronique Hoste, Alessandro Lenci, Sakriani Sakti, Nianwen Xue, editors, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy. pages 12074-12086, ELRA and ICCL, 2024. [doi]

Abstract

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