Introduction to Neural Language Model

Total time needed: ~50 minutes
Learning Objectives
What is Neural language model and how to build a basic model
Potential Use Cases
This list will help understand basics of language modeling in NLP
Target Audience
BEGINNERData Scientist new to NLP
Go through the following annotated items in order:
ARTICLE 1. Review of Neural Language Model history
  • What is the neural language model ?
  • What are the type of NNLM?
10 minutes
BOOK_CHAPTER 2. Basic implementation of Neural Network Language Model
  • How neural language model is implemented?
10 minutes
ARTICLE 3. Type of classic Neural Language Models
  • What are the different types of Neural language models implemented?
20 minutes
REPO 4. How to implement basic NNLM in python?
  • How neural language model is implemented in Python?
30 minutes

Concepts Covered