@inproceedings{gonzalez-gutierrez-etal-2024-fine, title = "Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much", author = "Gonzalez - Gutierrez, Cesar and Primadhanty, Audi and Cazzaro, Francesco and Quattoni, Ariadna", editor = "Tafreshi, Shabnam and Akula, Arjun and Sedoc, Jo{\~a}o and Drozd, Aleksandr and Rogers, Anna and Rumshisky, Anna", booktitle = "Proceedings of the Fifth Workshop on Insights from Negative Results in NLP", month = jun, year = "2024", address = "Mexico City, Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/add-emnlp-2024-awards/2024.insights-1.3/", doi = "10.18653/v1/2024.insights-1.3", pages = "17--24" }