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NLP News - PyTorch DeepMoji, AutoML, GANs, DisSent, and DilatedRNN

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This edition of the newsletter touches on many diverse topics, such as implementing an emotion detect
 
October 16 · Issue #8 · View online
NLP News
This edition of the newsletter touches on many diverse topics, such as implementing an emotion detection model in PyTorch, augmenting neural networks with prior information, sonifying Trump tweets, real-time translation, making WaveNet 1,000x faster, and a new parallelizable type of RNN.

Articles and blog posts
Understanding emotions — from Keras to pyTorch
Attention in Neural Networks and How to Use It
NLP superstar Regina Barzilay wins MacArthur "genius grant"
Google Home, Alexa, and Siri Are Forcing Us to Make a Serious Decision
Google's Learning Software Learns to Write Learning Software
GANs are Broken in More than One Way: The Numerics of GANs
TensorFlow Lattice: Flexibility Empowered by Prior Knowledge
Sonifying Trump tweets (Waves Vienna Hackathon)
Industry Insights
How AI Could Change Amazon: A Thought Experiment
WaveNet launches in the Google Assistant
Real-time language translation with Pixel Buds
Paper picks
Word Translation Without Parallel Data (arXiv)
DisSent: Sentence Representation Learning from Explicit Discourse Relations (arXiv)
Dilated Recurrent Neural Networks (NIPS 2017)
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