Natural Language Processing

by Karen Hambardzumyan, YerevaNN, for Yerevan State University

About the course:

The course is based on:

  1. Stanford CS224N Natural Language Processing course,
  2. From Languages to Information by Dan Jurafsky,
  3. Speech and Language Processing textbook by Dan Jurafsky,
  4. LxMLS Lisbon Machine Learning / NLP Summer School course,
  5. Oxford Deep NLP course

Introduction to NLP

  1. Introduction [17 Sep 2020]
  2. Formal Languages [1 Oct 2020, slides + recordings]
  3. Basic Concepts [8 Oct 2020, notes + recordings]
  4. Simple Models [15 Oct 2020]
  5. Distributed Representations
  6. Subword information
  7. Structured prediction

Deep Learning and NLP

  1. Neural Networks for NLP
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