A list of starter resources for Natural Language 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)
- 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.