GitHub / sohailahmedkhan / Sentence-Completion-using-Hidden-Markov-Models

The goal of this script is to implement three langauge models to perform sentence completion, i.e. given a sentence with a missing word to choose the correct one from a list of candidate words. The way to use a language model for this problem is to consider a possible candidate word for the sentence at a time and then ask the language model which version of the sentence is the most probable one.

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sohailahmedkhan%2FSentence-Completion-using-Hidden-Markov-Models

Topics: bigrams, hidden-markov-models, language-model, markov-model, natural-language-processing, nlp, nlp-machine-learning, python, python3, sentence-completion, unigram-model

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