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, Phil 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

Reasoning language models have made substantial advances on a variety of complex tasks, yet their capabilities remain overwhelmingly English-centric: models primarily reason in English regardless of the language they are prompted in. This is inaccessible for non-English-speaking users, risks losing the intent of the or...

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