helen

@mathemakitten

👩🏻‍💻 machine learning, poetry, mathematics, coffee, feminism 🌎 , prev fellow 🐳

 
Vrijeme pridruživanja: rujan 2011.

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  1. Prikvačeni tweet
    27. stu 2019.

    so! i finally managed to fit the 1558M GPT-2 model on a single V100 GPU with Adam (instead of sgd), which means the model got an upgrade and now tweets extremely dark things like this 🙀

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  2. 29. sij

    my life now consists of scouring threads on r/machinelearning looking for the one (1) time the author talked about the critical implementation details they left out of their paper

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  3. 25. sij

    home again for lunar new year and this time lecturing my cs undergrad brother about Why He Should Use Debuggers. get em while they're young

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  4. 25. sij

    this model only knows how to output "Speaker Nancy Pelosi" and padding tokens. i guess this is the state of the world after all

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  5. 17. sij

    cc please do this and let me know how it goes thanks

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  6. 17. sij

    i regret not having gone whale watching in the new york harbour when living there!!!

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  7. 15. sij

    having a moment of sudden existential clarity where i'm realizing that every line of code i've ever shipped right up until this moment has been actual trash

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  8. proslijedio/la je Tweet
    14. sij

    If you're going to try solve fake news with a machine learning hammer you're going to have a bad time: and I wrote a critique of the famed Canadian "$1 million fake news challenge"––and how it will produce unhelpful results

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  9. 14. sij

    we're super thankful to , and who spent time with us giving their thoughts + expertise on this and other work being done in this space

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  10. 14. sij

    the $1M prize money would be extremely valuable for organizations who have experience building tools for misinformation + journalists (like !) and we're disappointed that the organizers are unwilling to reconsider how to effectively spend this funding to make real impact

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  11. 14. sij

    wrote about the design flaws in this competition months ago in an excellent thread, notably the way that a real-world fact-checking workflow includes humans consulting with authoritative sources to assess truth values:

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  12. 14. sij

    the organizers have admitted that the results from Phase I are based on shaky statistical ground and chance as opposed to skill. we expressed our concerns several months ago to the organizing committee after speaking with misinfo researchers and we're disappointed at this outcome

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  13. 14. sij

    fully automated fact-checking (i.e. truth value assessment) is not suitable as an ML problem with the tools we have today. this is reflected in the results of Phase I, which are built upon a shaky premise, a poorly-curated dataset, and a questionable evaluation metric

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  14. 14. sij

    the Leaders Prize is a fact-checking competition which encourages participants to use NLP + language models to fight fake news. & i spent time with the data + talking to misinfo researchers. while well-intentioned, it's fundamentally flawed:

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  15. 13. sij

    oh, on tech: "... A lot of one-time underdogs who experience success are unable to relinquish the identity. No one wants to see themselves as representative of the new form of corporate America." i am very excited for this book

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  16. 12. sij

    accidentally wound up in a Chinatown speakeasy/art exhibit last night with white rabbit candy + mahjong tables + diaspora themes and i think it captivated me on some kind of soul level ✨

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  17. 11. sij

    just leave your javascript projects lying around for a couple months and you, too, can have 27 vulnerabilities (3 critical, 7 high, 13 moderate, 4 low)

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  18. 11. sij

    surfaced this photo today, which i apparently took 10 years ago and is still quite possibly the best photo i have ever taken. that is all, have a nice evening

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  19. 6. sij

    i aimlessly look at flights when i'm stressed and am realizing that it might be the literal manifestation of me running away from my problems

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  20. 6. sij

    more things like this in Toronto pls!! v. excited to have an excuse to build more unnecessary ml projects w/ 🐳🐳

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  21. 31. pro 2019.

    "can we fill gallery spaces with technology-infused art? can we dance to the heartbeat of computer-generated music together?" some thoughts on toronto tech, citybuilding, startups, creation, and being here

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