@inproceedings{osorio-etal-2025-devil, title = "The Devil is in the Details: Assessing the Effects of Machine-Translation on {LLM} Performance in Domain-Specific Texts", author = "Osorio, Javier and Alshammari, Afraa and Alatrush, Naif and Heintze, Dagmar and Converse, Amber and Alsarra, Sultan and Khan, Latifur and Brandt, Patrick T. and D{'}Orazio, Vito", editor = "Bouillon, Pierrette and Gerlach, Johanna and Girletti, Sabrina and Volkart, Lise and Rubino, Raphael and Sennrich, Rico and Farinha, Ana C. and Gaido, Marco and Daems, Joke and Kenny, Dorothy and Moniz, Helena and Szoc, Sara", booktitle = "Proceedings of Machine Translation Summit XX: Volume 1", month = jun, year = "2025", address = "Geneva, Switzerland", publisher = "European Association for Machine Translation", url = "https://preview.aclanthology.org/mtsummit-25-ingestion/2025.mtsummit-1.24/", pages = "315--332", ISBN = "978-2-9701897-0-1" }