What is NLP?
Why is NLP Hard?
Text Processing
Language Modelling
Evaluating Language Model
Advanced Smoothing
POS Tagging (Part 1)
POS Tagging: Using HMMs
Viterbi Algorithm
Dependency Parsing
Deterministic Parsing
Classifier-based Parsing
Word Representation
Word Vectors
RNN Slides (Courtesy : Arun Mallya)
RNN: Sequence to Sequence