Author

Alexandre Berard

Cohere

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#natural language process... Preprint Sep 2026

North Small Translate: Advanced Cost-Effective Translation (Cohere CAT+)

The North Small Translate model is presented, an open-weight, LLM-based machine translation (MT) model with instruction-following capabilities built on the same foundation as Cohere's Command A Plus, a mixture-of-experts architecture with 25 billion active parameters out of 218 billion total parameters.

Tom Kocmi, Alexandre Berard, P. Blunsom et al. · 0 citations

#natural language process... Preprint Sep 2026

Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning

It is shown the path to generalizing L2 reasoning to held-out languages goes through broader language coverage, readily available multilingual non-reasoning data, and a sufficient English reasoning backbone, indicating that reasoning is a language-agnostic behavior that can be transferred across typologically diverse l...

Mehrnaz Mofakhami, Ananya Sahu, Alejandro R. Salamanca et al. · 0 citations