@inproceedings{cegin-etal-2025-use, title = "Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in {LLM}-based Text Augmentation", author = "Cegin, Jan and Pecher, Branislav and Simko, Jakub and Srba, Ivan and Bielikova, Maria and Brusilovsky, Peter", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.296/", pages = "5533--5550", ISBN = "979-8-89176-335-7" }