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Research papers

Work by Cohere Labs and Technical Staff at Cohere

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Feb 26, 2025

When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning

Dec 18, 2024

Bridging the Data Provenance Gap Across Text, Speech, and Video

Aug 29, 2024

Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts

Mixture of Experts

Aug 28, 2024

Multilingual Arbitrage: Optimizing Data Pools to Accelerate Multilingual Progress

Language

Robustness

Mixture of Experts

Aug 15, 2024

BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts

Mixture of Experts

Language Models

Efficiency

Jul 09, 2024

On the Limitations of Compute Thresholds as a Governance Strategy

Apr 29, 2024

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Apr 24, 2024

The PRISM Alignment Project: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models

Feb 29, 2024

Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge

Sep 11, 2023

Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning

Mixture of Experts

Efficiency

Transfer Learning

Language

Generative Models

Compute

Aug 31, 2023

Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models