Covers: theory of Language model
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Questions this item addresses:
  • What is the neural language model ?
  • What are the type of NNLM?
How to use this item?

Read the Neural language model section. If you want to know about the language model history then read a full article.

Author(s) / creator(s) / reference(s)
SEBASTIAN RUDER
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Introduction to Neural Language Model

Contributors
Total time needed: ~50 minutes
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
Who is This For ?
BEGINNERData Scientist new to NLP
Click on each of the following annotated items to see details.
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

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