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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

Feb 06, 2025

Policy Primer - Efficient AI

AI Policy

Compute

Data Efficiency

Model Compression

Dec 18, 2024

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

Sep 18, 2024

Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement

Language Models

Data

Data Efficiency

Data Pruning

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 08, 2023

When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Transformers

Generative Models

Data Pruning

Large-Scale Pretraining

Data Efficiency

Aug 31, 2023

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