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Intrinsic dimension video; Ilya Sutskever meta-learning; ICLR 2018 presentations; Pointer Sentinel Mixture Models, PyTorch, einsum tutorials; accessible, open-source AI; lessons of 2 years of AI research

Hi all,Here is your bi-weekly dose of NLP and ML goodness!This time, we have: a cool explainer video
NLP News
Intrinsic dimension video; Ilya Sutskever meta-learning; ICLR 2018 presentations; Pointer Sentinel Mixture Models, PyTorch, einsum tutorials; accessible, open-source AI; lessons of 2 years of AI research
By Sebastian Ruder • Issue #22 • View online
Hi all,
Here is your bi-weekly dose of NLP and ML goodness!
This time, we have: a cool explainer video of an ICLR 2018 paper; Ilya Sutskever giving a talk on meta-learning; all the ICLR 2018 presentations; loads of cool tutorials featuring Pointer Sentinel Mixture Models, PyTorch internals, and Einsum; content around accessible and open-source AI; cool NLP applications such as generating Tinder profiles or predicting wine prices; lessons of 2 years of AI research, a compelling article about bias, and a lot more.
I’ve also added a new category What’s hot 🔥.
Here I’ll summarize at a glance any cool results, neat tricks, jaw-dropping demos, or anything else that I’ve found particularly compelling over the last two weeks. Let me know if you like this format 👍🏻 or prefer not to see this again 👎🏻 at the bottom of the newsletter.

What's hot 🔥
Videos
Chunyuan Li and Jason Yosinski from Uber do a great job describing their ICLR 2018 paper "Measuring the Intrinsic Dimension of Objective Landscapes". I hope we will see more of these explainer videos for scientific papers.
Chunyuan Li and Jason Yosinski from Uber do a great job describing their ICLR 2018 paper "Measuring the Intrinsic Dimension of Objective Landscapes". I hope we will see more of these explainer videos for scientific papers.
Ilya Sutskever gives a talk about meta-learning and self-play at MIT's AGI course.
Ilya Sutskever gives a talk about meta-learning and self-play at MIT's AGI course.
ICLR 2018 talks and presentations
Tutorials
Open-source things
Facebook AI Tools
Adding a cutting-edge deep learning training technique to the fast.ai library
Making AI accessible
Cool NLP applications
Articles and blog posts
Comparing Google’s TPUv2 against Nvidia’s V100 on ResNet-50
An Introduction to Deep Learning for Tabular Data
What does it really mean for a robot to be racist?
Comparing Sentence Similarity Methods
Industry news
Microsoft's Javier Soltero on Alexa, Cortana, and building 'the real assistive experience'
Datasets
Paper picks
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Sebastian Ruder

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