@inproceedings{fatima-2025-proactive, title = "A Proactive Reliability Metric for Detecting Failures in Language Model Training", author = "Fatima, Maryam", editor = "Potdar, Saloni and Rojas-Barahona, Lina and Montella, Sebastien", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = nov, year = "2025", address = "Suzhou (China)", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.emnlp-industry.193/", pages = "2897--2913", ISBN = "979-8-89176-333-3" }