NATURAL LANGUAGE PROCESSING
- Introduction and NLP applications
- Language Modelling N-Grams
- Classification and Sentiment Analysis
- Logistic Regression
- Vector Semantics
- Neural Network and Neural Language Model
- Recurrent Networks
- Introduction to Programming using Pytorch, etc.
- Part-of-Speech Tagging and HMM
- Formal Grammars of English
- Syntactic Parsing
- Information retrieval
- Question Answering
- Intro to MT, Neural MT
- Project Discussion
- Emerging Topics in NLP