R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning

Minggui He, Yilun Liu, Shimin Tao +10

Despite recent breakthroughs in reasoning-enhanced large language models (LLMs) like DeepSeek-R1, incorporating inference-time reasoning into machine translation (MT), where human…