reflection-internalization

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ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation

arXiv cs.CL · 2026-04-22 Cached

ReflectMT introduces a two-stage RL method that trains LRMs to internalize reflection, enabling single-pass high-quality translation with 94% fewer tokens than multi-step reasoning models like DeepSeek-R1.

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