@inproceedings{khairi-etal-2025-life, title = "When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual {LLM}s", author = "Khairi, Ammar and D{'}souza, Daniel and Shen, Ye and Kreutzer, Julia and Hooker, Sara", 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-emnlp/2025.emnlp-main.1402/", pages = "27547--27571", ISBN = "979-8-89176-332-6" }