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Abstracts: May 6, 2024

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Manage episode 416789322 series 2514544
Content provided by Researchers across the Microsoft research community. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Researchers across the Microsoft research community or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements.

In this episode, Senior Principal Researcher Michel Galley joins host Gretchen Huizinga to discuss “MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts,” which was accepted at the 2024 International Conference on Learning Representations (ICLR). MathVista, an open-source benchmark, combines new and existing data to measure how good models are at solving a variety of math problems that involve processing images as well as text, helping to gain insight into their reasoning capabilities.

Read the paper

Get the code & dataset

  continue reading

189 episodes

Artwork

Abstracts: May 6, 2024

Microsoft Research Podcast

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Manage episode 416789322 series 2514544
Content provided by Researchers across the Microsoft research community. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Researchers across the Microsoft research community or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.

Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements.

In this episode, Senior Principal Researcher Michel Galley joins host Gretchen Huizinga to discuss “MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts,” which was accepted at the 2024 International Conference on Learning Representations (ICLR). MathVista, an open-source benchmark, combines new and existing data to measure how good models are at solving a variety of math problems that involve processing images as well as text, helping to gain insight into their reasoning capabilities.

Read the paper

Get the code & dataset

  continue reading

189 episodes

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