NLP Resources

A list of resources for Natural Lauguage Processing (NLP), mostly with deep learning.

Where to start

Yoav Goldberg’s book, Neural Network Methods for Natural Language Processing (2017)

Chris Manning’s lectures (CS224d Winter 2017) on Natural Language Processing with Deep Learning on Youtube

Linguistic basics: Emily Bender’s Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax (2013)

Papers

TODO: link to page

Github repos

awesome-nlp: “A curated list of resources dedicated to Natural Language Processing”

NLP-progress: “to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.”