This repository contains a number of language models capable of part-of-speech tagging. The idea is to explore the design space around part-of-speech taggers for educational purposes.
To use, go to mainScript, navigate to lines 14-17, and select the language model you would like to use.
Hidden Markov Model
A hidden markov model is used to perform part-of-speech tagging.
Hidden Markov Model Derivative
A model which is structurally similiar to the Hidden Markov Model is used.
A model which solves the same maximization problem as a Hidden Markov Model, but uses a different computational strategy.
Applies the most frequently observed part-of-speech to any given word,.