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Research papers

Work by Cohere Labs and Technical Staff at Cohere

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Oct 15, 2024

Mix Data or Merge Models? Optimizing for Diverse Multi-Task Learning

multilingual

Safety

Supervised Learning

Language

Human Feedback

Efficiency

Scholars

Jul 05, 2024

How Does Quantization Affect Multilingual LLMs?

multilingual

Quantization

Supervised Learning

Language

Jul 05, 2024

LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives

Generative Models

Language

Tooling

Interpretability

Transformers

Supervised Learning

Open Source

Scholars

Jun 08, 2024

The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm

multilingual

Safety

Supervised Learning

Language

Human Feedback

Scholars

Dec 06, 2023

On the Fairness Impacts of Hardware Selection in Machine Learning

Hardware

Responsible AI

Tooling

Supervised Learning

Sep 26, 2022

Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt

Transformers

Representation Learning

Supervised Learning

Unsupervised Learning