Sebastian Vincent

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Reasoning & Chain-of-Thought (1)

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Sara Rajaee (1)Alexandre Berard (1)Marzieh Fadaee (1)Kelly Marchisio (1)

Papers (1)

Feb 16, 2026

MilaFeb 16, 2026·also Cohere

Unlocking Reasoning Capability on Machine Translation in Large Language Models

Generic reasoning hurts machine translation, but a new structured reasoning approach—with iterative drafting, refinement, and revision—unlocks significant gains.

Sara Rajaee, Sebastian Vincent, Alexandre Berard +2

Eval Frameworks & Benchmarks Natural Language Processing Reasoning & Chain-of-Thought

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Sebastian Vincent

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)