AI-Accelerated Product Development
Introduction to N-gram model
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Provides background information about a type of NLP model called N-gram model.
Potential Use Cases
Allows users to further understand advanced/in-depth N-gram topics.
Who is This For ?
Data scientists who are new to NLP
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to see details.
1. Introduction to language model
What is a language model?
2. Chain rule of prob basic
How to use chain rule to calculate probability of a sequence?
3. Introduction to N-gram model
What is a N-gram model?
4. Estimate N-gram probability
How to estimate the probability of a word in N-gram model?
5. A simple bi-gram text generation model
How to apply Markov assumption to make a bi-gram text generation model?