I'm interested in learning different NLP models and implementing them in Python. My experiment codes and snippets are shown here. Here are some useful tutorials and links:

• NYU Spring 2016 NLP course.
• Neubig's tutorial
• Sam Bowman's course

• speech and language processing 3rd edition chap 9

• this tutorial

• Sutton and McCallum's paper
• Edwin Chen's blog
• LinePipe tutorial

• Ralph Grishman's paper

1. Jurafsky and Martin speech and language processing
2. Christian Perone's blog post on Cosine Similarity implementation in Python.
3. Sklearn documentations on Cosine Similarity and feature extraction in general.