DeepSuperLearner, Spherical CNNs, Google Semantris, Debater Data, AlterEgo, Text-to-Images GANs, Hate Speech Detection, ...
Important talk on "Natural Language Uderstanding: Foundations and State-of-the-Art" - Link
Emotion Recognition in Context - Link
On Education and Research…
An interesting paper on generating images from scene graphs using graph convolution and GANs - Link
Another interesting research by AI2 on "Scripts to Compositions to Videos" - Link
NLP research discusses the possibility of predicting Twitter user socioeconomic attributes - Link
Paper discusses a novel method for understanding online hate speech - Link
NLP vs NLU: What's the difference? - Link
On Code and Data...
DeepSuperLearner - an implementation of the deep ensemble methods for classification problems - Link
Dataset release - Recorded Debating Dataset with 60 speeches (audio + ASR & human transcripts) - Link
Building convolutional neural nets (CNNs) in PyTorch - Link
Data scientist gives very useful tips on how to build a profile and prepare for the first data science job - Link
AlterEgo transcribe words users "speak silently"; could have major applications in NLP research - Link
Google paper on "Exploring the limits of Language Modeling" - Link
A non-NLP application of word2vec - Link
AlpahGo Zero Cheat Sheet - Link
Sperichal CNNs - novel method for building convolutional neural networks - Link
Interesting blog post discussing lessons learned in reproducing a deep reinforcement learning paper - Link
Cool blog post discussing ways to make the most out of Jupyter notebooks - Link
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