@inproceedings{giovanni-moller-maria-aiello-2025-prompt, title = "Prompt Refinement or Fine-tuning? Best Practices for using {LLM}s in Computational Social Science Tasks", author = "Giovanni M{\o}ller, Anders and Maria Aiello, Luca", editor = "Hale, James and Deuksin Kwon, Brian and Dutt, Ritam", booktitle = "Proceedings of the Third Workshop on Social Influence in Conversations (SICon 2025)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.sicon-1.2/", pages = "27--49", ISBN = "979-8-89176-266-4" }