NLP
Last updated
Last updated
: This is a page for a low-resource natural language and speech processing bootcamp held by the in May 2020.
was created to help you find almost anything related to Natural Language Processing that is available online.
Website (developed by) provides useful information and resources for tracking the progress of many different kinds of common NLP tasks.
This website provides resources, like paper and code links, about state-of-the-art NLP methods. It also includes methods used in general in ML. You can also find information about tasks where the different methods are being used.
A few books shared in the list provide real-world use cases of different NLP methods and applications.
Getting an initial high-level understanding of different NLP tasks and applications is key. Survey papers help a lot. This repo contains a list of NLP survey papers for getting a bit more exposure to a wide range of NLP tasks.
This website provides information about different NLP datasets and the tasks for which they are used.
Natural Language Processing: the age of Transformers
Transformers from scratch
The illustrated transformer, Jay Allamar.
[GitHub ~100 stars]
[GitHub ~150 stars]
[GitHub ~200 stars]
[GitHub ~600 stars]
[GitHub ~300 stars]