Next Word Prediction or what is also called Language Modeling is the task of predicting what word comes next. It is one of the fundamental tasks of NLP and has many applications. You might be using it daily when you write texts or emails without realizing it. You will have help for your education purpose

1. Next Word
Prediction

2. What is next word prediction ?
Next Word Prediction is the task of predicting what word comes next.
Types of next word prediction ?
* Manually Input and Distribution
* Predict by machine learning

3. Manually Input and Distribution
Physics
like
Chemistry
love
I
Statistics
s

4. Representing the above work Mathematically as conditional
probabilities –
P ( like | I) = 0.67 = 67%
P ( love | I) = 0.33 = 33%
P ( Physics | like) = P ( Chemistry | like) = 0.5 = 50%
P ( Statistics | love) = 1 = 100%