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NLP News - Coursera Deep Learning course notes; VAE explainer; Metalearning Symposium videos; ML crash crouse; DeepPavlov; universal decoder of linguistic meaning; meta-learning; annotation artefacts

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Hey all, we've almost cracked 2,000 subscribers! Thanks for all the support!This newsletter is a bit
 
March 12 · Issue #18 · View online
NLP News
Hey all, we’ve almost cracked 2,000 subscribers! Thanks for all the support!
This newsletter is a bit shorter than usual, but I hope you’ll nevertheless enjoy the content. Highlights include: Visual Coursera Deep Learning course notes; Variational Autoencoder explainer; NIPS 2017 Metalearning Symposium videos; Google’s ML crash course; DeepPavlov, a library for training dialogue models; a universal decoder of linguistic meaning from brain activations; meta-learning; and annotation artefacts in NLI data.

Slides, videos, and presentations
Coursera Deep Learning course notes
Clear and intuitive explainer of Variational Autoencoders
NIPS 2017 Metalearning Symposium videos
Google's Machine Learning Crash Course
Tools and implementations
DeepPavlov
AMREager
Open Sourcing the Hunt for Exoplanets
Reptile: A Scalable Meta-Learning Algorithm
Blog posts and articles
Cython - making Python high and low level
The Building Blocks of Interpretability
Setting the learning rate of your neural network
Industry insights
The Age of Personal Assistants: More Machine Learning, Less Hand-Crafting!
Project Alexandria, AI2
Paper picks
When you read the abstract vs. when you read the whole paper
Toward a universal decoder of linguistic meaning from brain activation (Nature Communications)
Meta-Learning for Semi-Supervised Few-Shot Classification (ICLR 2018)
Annotation Artifacts in Natural Language Inference Data (NAACL 2018)
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