vgherard/sbo

Utilities for training and evaluating text predictors based on Stupid Back-off N-gram models.

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Experimental

This tool helps language model developers or computational linguists build and test text prediction models. You feed it a large body of text, like social media posts or books, and it generates a predictor that suggests the most likely next words in a sentence. It's designed for researchers or practitioners working on tasks like autocomplete or predictive text features.

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Use this if you need to quickly train a 'Stupid Back-off' N-gram model to predict the next word based on a given text input.

Not ideal if you need a more advanced or complex natural language model beyond N-grams for highly nuanced text generation or understanding.

natural-language-processing computational-linguistics predictive-text text-modeling language-prediction
No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 5 / 25
Maturity 8 / 25
Community 13 / 25

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Language

R

License

Last pushed

Jul 07, 2021

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