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Machine Learning | Stanford HAI
Back to Machine Learning

All Work Published on Machine Learning

A New Approach Trains Large Language Models in Half the Time
Katharine Miller
Jun 26, 2023
News

A Stanford team has developed Sophia, a new way to optimize the pretraining of large language models that’s twice as fast as current approaches.

A New Approach Trains Large Language Models in Half the Time

Katharine Miller
Jun 26, 2023

A Stanford team has developed Sophia, a new way to optimize the pretraining of large language models that’s twice as fast as current approaches.

Natural Language Processing
Machine Learning
News
A Blueprint for Using AI in Psychotherapy
Dylan Walsh
Jun 21, 2023
News

Scholars outline the best possible uses for these tools and the path to deployment.

A Blueprint for Using AI in Psychotherapy

Dylan Walsh
Jun 21, 2023

Scholars outline the best possible uses for these tools and the path to deployment.

Healthcare
Natural Language Processing
Machine Learning
News
Addressing Equity in Natural Language Processing of English Dialects
Prabha Kannan
Jun 12, 2023
News

The Multi-VALUE framework achieves consistent performance across dozens of English dialects.

Addressing Equity in Natural Language Processing of English Dialects

Prabha Kannan
Jun 12, 2023

The Multi-VALUE framework achieves consistent performance across dozens of English dialects.

Natural Language Processing
Machine Learning
News
Reexamining "Fair Use" in the Age of AI
Andrew Myers
Jun 05, 2023
News

Generative AI claims to produce new language and images, but when those ideas are based on copyrighted material, who gets the credit? A new paper from Stanford University looks for answers.

Reexamining "Fair Use" in the Age of AI

Andrew Myers
Jun 05, 2023

Generative AI claims to produce new language and images, but when those ideas are based on copyrighted material, who gets the credit? A new paper from Stanford University looks for answers.

Arts, Humanities
Machine Learning
News
Could Self-Supervised Learning Be a Game-Changer for Medical Image Classification?
Katharine Miller
May 30, 2023
News

Supervised methods for training medical image models aren’t scalable. A new review highlights the potential of self-supervised learning.

Could Self-Supervised Learning Be a Game-Changer for Medical Image Classification?

Katharine Miller
May 30, 2023

Supervised methods for training medical image models aren’t scalable. A new review highlights the potential of self-supervised learning.

Healthcare
Machine Learning
News
Assessing Political Bias in Language Models
Andrew Myers
May 22, 2023
News

Researchers develop a new tool to measure how well popular large language models align with public opinion to evaluate bias in chatbots.

Assessing Political Bias in Language Models

Andrew Myers
May 22, 2023

Researchers develop a new tool to measure how well popular large language models align with public opinion to evaluate bias in chatbots.

Natural Language Processing
Machine Learning
News
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