@misc{alizadeh2023open, title={Open-Source Large Language Models Outperform Crowd Workers and Approach ChatGPT in Text-Annotation Tasks}, author={Meysam Alizadeh and Maƫl Kubli and Zeynab Samei and Shirin Dehghani and Juan Diego Bermeo and Maria Korobeynikova and Fabrizio Gilardi}, year={2023}, eprint={2307.02179}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2307.02179} }