Jaavid Aktar Husain

RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs

Large Language Models (LLMs) exhibit strong multilingual performance despite being predominantly trained on English-centric corpora. This raises a fundamental question: How do LLMs achieve such multilingual capabilities? Focusing on languages written in non-Roman scripts, we investigate the role of…