Machine learning and natural language processing
2. Quick and dirty intro to ML
Lectures slides (all materials, refs, etc. provided inline):
Pa164 lecture 02
A python notebook illustrating some of the key notions from the lecture:
QUESTIONS AND TASKS:
Text representations. When the ordering of words (does not) matter-s. Mining web
Main text mining tasks
ML for disambiguation
CNN for NLP