Alexandre Berard

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

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Sara Rajaee (1)Sebastian Vincent (1)Marzieh Fadaee (1)Kelly Marchisio (1)

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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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Alexandre Berard

Research focus

Frequent co-authors

Papers (1)