Natural Language Processing

I’m taking this course as part of my Q1 curriculum at Twente.

Subjects covered so far

• Words and Tokens
• N-grams Language Model and Text Classification
• Sentiment Analysis and Naive Bayes
• Hidden Markov Models for PoS tagging and NER
• Vector Semantics and Embeddings
• Transformers
• Contextual Word Embeddings and Transformers
• Constituency Grammars
• Constituency Parsing

Reference material:

• 3rd edition of the book Speech and Language Processing by Dan Jurafsky and James H. Martin.