Lost in the Tower of Babel: The Adverse Effects of Incidental Multilingualism in LLMs
arXiv:2605.01224v1 Announce Type: new
Abstract: This paper argues that contemporary multilingual NLP has converged on a fragile and misleading paradigm of incidental multilingualism. Today’s LLMs appear multilingual largely because they are trained on…