@inproceedings{gupta-etal-2025-polysemantic, title = "Polysemantic Dropout: Conformal {OOD} Detection for Specialized {LLM}s", author = "Gupta, Ayush and Kaur, Ramneet and Roy, Anirban and Cobb, Adam D. and Chellappa, Rama and Jha, Susmit", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-luhme/2025.emnlp-main.595/", doi = "10.18653/v1/2025.emnlp-main.595", pages = "11768--11781", ISBN = "979-8-89176-332-6" }