Language Models and Their Applications by Faris Abdullah Alasmary
Have you ever wondered how autocomplete, spell checking, and spell correction work? In this session, we will explain the core idea behind these technologies which are language models.
First of all, we will start by explaining the idea of the N-Gram statistical language model and the neural language model. Then, we will build an N-Gram LM using a public datasets from scratch. Finally, we will see how to implement a simple spell checking and autocomplete app.
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