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Natural Language Processing (guest lecture by Sasha Rush)

Windows on Theory · published 3 April 2021

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https://github.com/rxu18
github.com
Inference and statistical physics Read at the source ↗
windowsontheory.org
https://windowsontheory.org/category/ml-theory-seminar/
windowsontheory.org
https://boazbk.github.io/mltheoryseminar/cs229br.html
boazbk.github.io
http://rush-nlp.com/
rush-nlp.com
Unsupervised Learning and generative models Read at the source ↗
windowsontheory.org
https://windowsontheory.org/wp-content/uploads/2021/04/model_task.png
windowsontheory.org
https://en.wikipedia.org/wiki/Byte_pair_encoding
en.wikipedia.org
https://windowsontheory.org/wp-content/uploads/2021/04/rnn.png
windowsontheory.org
https://en.wikipedia.org/wiki/Attention_(machine_learning
en.wikipedia.org
https://en.wikipedia.org/wiki/Block_cipher
en.wikipedia.org
https://lambdalabs.com/blog/demystifying-gpt-3/
lambdalabs.com
https://www.prb.org/howmanypeoplehaveeverlivedonearth/
prb.org
https://arxiv.org/abs/2009.14794
arxiv.org
https://arxiv.org/abs/2010.00854
arxiv.org
OpenAI’s DALL·E generates images from text Read at the source ↗
openai.com