[CS582Reading Assignment 2-2] ESM3 Simulating 500 million years of evolution with a language model

Ge Liu

[CS582Reading Assignment 2-2] ESM3 Simulating 500 million years of evolution with a language model

Ge Liu

08 Oct 2024 (modified: 08 Oct 2024)UIUC Fall 2024 CS582 MLCB SubmissionEveryoneRevisionsBibTeXCC BY 4.0

Keywords: protein language model

Abstract: **Additional question 1** What's the difference btw the Chain-of-Thought in GFP experiment and COT in natural language models? **Additional question 2** Is esmGFP result convincing enough to support their claim that "ESM3 is able to simulate 500million years of evolution"? What could be missing in the evaluation?

Submission Number: 5

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