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Preprint Aug 2026

Reasoning about In-Context Samples for Machine-Translation

A novel fragment-based reasoning framework is introduced in which the model first extracts parallel source-target fragments from retrieved similar exemplars, and uses these fragments as intermediate reasoning traces to produce the final translation.

Maxime Bouthors, J. Crego, François Yvon · 0 citations