Deep Learning for NLP

Course materials for Deep Learning applied to Natural Language Processing

Deep Learning for NLP slides, labs and assignments from the IXA course.

Topics

  • Neural Networks fundamentals
  • Word embeddings
  • Recurrent Neural Networks
  • Transformers and attention mechanisms
  • Pre-trained language models

Resources