#interPLM - Twitter Hashtag

9 months ago

Nice article by @jeffruffolo discussing #InterPLM https://t.co/BHYiV3mCcN 🙏

9 months ago

How do protein language models (PLM) think about proteins?🧬 We answer this w/ #InterPLM, just published in @naturemethods! Using sparse autoencoders + LLM agent, we identify 1000s of interpretable concepts learned by PLMs, pointing to new biology 🧵

james_y_zou's tweet photo. How do protein language models (PLM) think about proteins?🧬 We answer this w/ #InterPLM, just published in @naturemethods!

Using sparse autoencoders + LLM agent, we identify 1000s of interpretable concepts learned by PLMs, pointing to new biology 🧵 https://t.co/yME0g9scja

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James Zou @james_y_zou

9 months ago

5/n A very cool application of #InterPLM is to systematically identify missing annotations in expert curated protein databases.

james_y_zou's tweet photo. 5/n A very cool application of #InterPLM is to systematically identify missing annotations in expert curated protein databases. https://t.co/4JskU7rdAI

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James Zou @james_y_zou

9 months ago

How do protein language models (PLM) think about proteins?🧬 We answer this w/ #InterPLM, just published in @naturemethods! Using sparse autoencoders + LLM agent, we identify 1000s of interpretable concepts learned by PLMs, pointing to new biology 🧵

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Centre of Bioinformatics Research & Technology @CbirtDirector

over 1 year ago

Ever wondered how protein language models work? Researchers @Stanford introduced #InterPLM, an interactive visualization platform for exploring and analyzing learned PLM features, uncovering how AI interprets protein structures and functions. Quick Read: https://t.co/5eKGi8tBas

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James Zou @james_y_zou

over 1 year ago

#interPLM teaches us new science, in addition to understanding how these PLMs work🚀 There's a wealth of knowledge captured by PLM; explore it yourself at https://t.co/ln6AwgBC9A. I'd love to hear what you find! Paper: https://t.co/sx7L8yepxs Amazing work by @ElanaPearl👏 2/3

james_y_zou's tweet photo. #interPLM teaches us new science, in addition to understanding how these PLMs work🚀

There's a wealth of knowledge captured by PLM; explore it yourself at https://t.co/ln6AwgBC9A. I'd love to hear what you find! Paper: https://t.co/sx7L8yepxs

Amazing work by @ElanaPearl👏 2/3 https://t.co/gvF2R0gMIt

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James Zou @james_y_zou

over 1 year ago

Protein language models (PLM) are goldmines; now we know what they learn. 📢Thrilled to share #interPLM: interpreting how >2500 bio concepts are captured by PLM via SAEs. We also found many NEW concepts in PLM and use #LLM to explain what they are to fill in gaps in databases🧵

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