@inproceedings{sayeedi-etal-2026-ready, title = "Ready to Translate, Not to Represent? Bias and Performance Gaps in Multilingual {LLM}s Across Language Families and Domains", author = "Sayeedi, Md. Faiyaz Abdullah and Rahman, Subhey Sadi and Alam, Md. Mahbub and Islam, Md. Adnanul and Deepti, Jannatul Ferdous and Mohiuddin, Tasnim and Islam, Md Mofijul and Shatabda, Swakkhar", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.68/", pages = "1367--1391", ISBN = "979-8-89176-395-1" }