NYXFLOWER/Notes-and-Examples-on-Natural-Language-Processing

Introduce basic nlp tasks and methods with examples

nlp

Online Source

Courses

• UC Berkeley CS 288: Statistical Natural Language Processing, Spring 2010
• Columbia COMS W4705: Natural Language Processing, Fall 2018

Books

• Jurafsky and Martin, Speech and Language Processing, 3nd edition
• Manning and Shuetze, Foundations of Statistical Natural Language Processing
• Ted Briscoe, Introduction to Linguistics for Natural Language Processing

Datasets

• Google Research N-gram corpus (up to 5-gram)

Tools

• Regular Expression (with cheatsheet): https://pythex.org/

Professors

• Jackson Eli Reynolds
• Michael Collins