Deep Reinforcement Learning Agents, Tensorflow SPINN, Tensor Comprehensions, Emotion Understanding, State of NLU...
Want to learn to ship neural network on iOS using PyTorch? See more here - Link
Nando de Freitas discusses the need for taking emotion and sentiment studies more seriously - Link
(Slides - Stanford) The state of Natural Language Understanding - Link
On Code and Data…
(Video) Stephen Merity discusses attention and memory in deep learning networks - Link
Tensorflow introduces SPINN, a tool that enables natural language understanding in Tensorflow with eager execution - Link
An introduction to exploratory analysis for performing text mining tasks - Link
On Education and Research…
A tutorial on "Introduction to learning to trade with reinforcement learning" - Link
Insightful and honest article opinionating on whether deep reinforcement learning works or not - Link
A paper discussing various methods on how to improve language modeling by tying input word vectors and output projections - Link
A list of must-watch resources for learning to become an expert in NLP - Link
Facebook AI Research (FAIR) release "Tensor Comprehensions", which is a library that aims to bridge gap between researchers and engineers who work together in ML research and implementations - Link
"The nlp algorithm to blame for Google Translator becoming a sexist" - Link
Computer scientists have developed a text mining tool based on NLP that determines cancer therapeutics given a patient's biomarkers - Link
Linguistcs Agents Ltd. releases NLP platform for training of deep reinforcement learning agents - Link
Natural Language Processing Newsletter (Issue 16) - SPINN, ∂4, Nested LSTMs, Capsule Networks, Minigo, Matrix Calculus, Past Kaggle Comps, Private Image Analysis, CNN in Google Sheets, AI & Games, IMPALA - Link
An interesting machine learning course on Medium; in the recent episode, visual data analysis for ML is discussed - Link
A nice documentation comparing web annotation tools useful for conducting research - Link
See past issue of the NLP Newsletter - Link
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