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Welcome to the arjunnlp.github.io Wiki. NLP related stuff that can be of use goes here.

Possible research directions, other than what we already do:

The 4 Biggest Open Problems in NLP Today

SOTA Libraries

Visualization Software

Similar tools for PyTorch visualization:

TensorboardX

Visdom

Other useful tools

Paper and Technical Writing HOWTO

On writing research papers:

"How to Write an Introduction" by Dr. Om Gnawali

Some of the best examples of technical writing (papers & blogs go hand in hand!):

How to trick a neural network into thinking a panda is a vulture

Picking an optimizer for Style Transfer

How do we 'train' Neural Networks?

Must-read papers

Deep Graph Methods Survey

Disciplined Training of Neural Networks

Blogs You Should Follow

Anrej Karpathy

Vitaliy Bushaev

Sylvain Gugger

Sebastian Ruder

Ilya Sutskever - Sutskever published his Transformer in this blog, not even on arxiv

Jeremy Howard