@inproceedings{fatima-2025-firma, title = "{FIRMA}: Bidirectional Formal-Informal Mathematical Language Alignment with Proof-Theoretic Grounding", author = "Fatima, Maryam", editor = "Valentino, Marco and Ferreira, Deborah and Thayaparan, Mokanarangan and Ranaldi, Leonardo and Freitas, Andre", booktitle = "Proceedings of The 3rd Workshop on Mathematical Natural Language Processing (MathNLP 2025)", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.mathnlp-main.5/", pages = "62--76", ISBN = "979-8-89176-348-7" }