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Mehak Preet Dhaliwal

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#artificial intelligence Apr 2026

English is Not All You Need: Systematically Exploring the Role of Multilinguality in LLM Post-Training

A systematic, controlled study of the interplay between training language coverage, model scale, and task domain, based on 220 supervised fine-tuning runs on parallel translated multilingual data mixtures spanning mathematical reasoning and API calling tasks, finds that English-only post-training is typically suboptima...

Mehak Preet Dhaliwal, S. Chaurasia, Yao Qin et al. · 0 citations

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