Evaluation in Natural Language Processing

Geometry of examples at the decision boundary

Recurrent Architectures

Implementations of various Recurrent Architectures

Understanding Convolutions in Text

Understanding Convolutions in text classification systems

Fast Text and Skip-Gram

Understanding word embeddings, how they work and how to use them.