Open-Source Large Language Models Outperform Crowd Workers and Approach ChatGPT in Text-Annotation Tasks. - Meysam Alizadeh; Maël Kubli; Zeynab Samei; Shirin Dehghani; Juan Diego Bermeo; Maria Korobeynikova; Fabrizio Gilardi (CoRR, 2023)

Open-source LLMs for text annotation: a practical guide for model setting and fine-tuning. - Meysam Alizadeh; Maël Kubli; Zeynab Samei; Shirin Dehghani; Mohammadmasiha Zahedivafa; Juan Diego Bermeo; Maria Korobeynikova; Fabrizio Gilardi (J. Comput. Soc. Sci., 2025)