Translate-R1: Cost-Aware Translation Tool Use via Reinforcement Learning

Pratik Jayarao, Chaitanya Dwivedi, Himanshu Gupta +5

The performance gap across languages in LLMs is well documented, and closing it natively requires pretraining or fine-tuning on corpora that, for most languages, are quite limited.…