Katherine Lee

@katherine1ee

research engineer , formerly : understanding ourselves and our models. also: ceramics and dance

Vrijeme pridruživanja: studeni 2013.

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  1. proslijedio/la je Tweet
    14. sij

    Applications are open for Out in Tech U's Spring 2020 mentorship program! Apply today (and help us spread the word)! 🏳️‍🌈 LGBTQ+ youth interested in tech? 🏳️‍🌈Excited to share knowledge with the next generation?

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  2. 10. sij

    Timnit's work continues to inspire me. Love this work understanding what we can learn about data collection from another field that's been doing it for a long, long time: history!

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  3. proslijedio/la je Tweet
    27. pro 2019.

    In 1944, the CIA distributed a Simple Sabotage Field Manual with instructions for discretely making organizations less effective. Useful lens for noticing where organizations can become unintentionally self-sabotaging. HT

    Ovo je potencijalno osjetljiv multimedijski sadržaj. Saznajte više
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  4. proslijedio/la je Tweet
    18. pro 2019.

    My AI art online gallery for 2019 is finally live 🎉 🎉🎉 Check out all the art, music and design projects submitted to our Workshop😍

    , , i još njih 7
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  5. 17. pro 2019.

    Couple more days to apply for the Google AI Residency Program (Dec 19)! I was part of this program a couple years back, and it was a great experience. Apply: Cover letter tips:

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  6. proslijedio/la je Tweet
    16. pro 2019.

    Current status: adding model cards for the 63 (!) pretrained models in 🤗 Transformers library 👉 more transparent reporting on models' capabilities, limitations, uses... Read ( et al.) for details. Example (from this paper)👇

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  7. proslijedio/la je Tweet
    15. pro 2019.

    Please stop describing AI safety as "long term, technical" safety. Ethics, fairness and AI for Social Good problems are also very much playing the long game & in many cases involve confronting highly technical fundamental ML challenges, requiring theoretical innovation to solve.

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  8. proslijedio/la je Tweet
    13. pro 2019.

    I don't know who needs to hear this, but PLEASE get yourself a library card!! I have borrowed these things from the truly stellar public libraries in Boston: * Instant Pot * Free tickets to all of the major Boston museums * Power tools * Knitting set * Pasta roller

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  9. proslijedio/la je Tweet
    15. pro 2019.

    A highlight for me was 's refreshingly honest talk about the Neural ODEs paper, part of the retrospectives workshop. Check it out !

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  10. proslijedio/la je Tweet
    11. pro 2019.

    Also at the Google booth, , & will talk about Text-To-Text Transfer Transformer (T5), which recently achieved SoTA on many NLP tasks by combining a systematic study of transfer learning methods with scale.

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  11. 9. pro 2019.

    Come say hi at ! , , and I will be at the booth on Wednesday at 3:05.

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  12. proslijedio/la je Tweet
    4. pro 2019.

    Stories like this always skip the part where the public funded an digital libraries research project that supported Page & Brin while PhD students, which led to the algorithm that led to Google. Public investment in research is central to capitalism.

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  13. 2. pro 2019.

    Ohhhh I so wish I could be there for this. You all should go and tell me how it is!

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  14. 30. stu 2019.

    Someone recently said this to me: "You should meditate 10 minutes a day, unless you really don't have time, then you should meditate 20 min" I've never heard it before, but it rings true. Gentle reminder to take time for yourself.

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  15. proslijedio/la je Tweet
    22. stu 2019.

    Model Cards serve as one example of what transparent documentation in AI could look like, and we're further working in the Partnership on AI's "About ML" effort with collaborators at UW, MSR, IBM, OpenAI, Facebook, McKinsey, EFF, XPrize, Accenture... 1/

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  16. proslijedio/la je Tweet

    I wrote a reusable overleaf template for creating datasheet for datasets based on the work by et al.

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  17. 12. stu 2019.

    Colin has been incredible to work with! He's immensely supportive and insightful. I've been incredibly lucky to work with him and you could be too!

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  18. proslijedio/la je Tweet
    31. lis 2019.

    Reminder: proposal writing is research

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  19. 24. lis 2019.

    Curious about the state of NLP? We explore how different pre-training objectives, datasets, training strategies, and more affect downstream task performance, and how well can we do on when we combine these insights & scale. It was amazing to collaborate with this team!

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  20. proslijedio/la je Tweet

    If you care about how (nonlinear) RNNs work, you should understand the dynamics for every single configuration of eigenvalues shown in this terrific visualization. Why? At the end of the day, there’s only one game in town... linearization.

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