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LanguageIdentifier
LogLikelihoodRatio
POSTagger
StatisticalParser
WordSenseDisambiguation
README.md

README.md

Statistical NLP Models

I use this repo to create some common Natural Language Processing models.

1. NLP Models

1. Log-Likelihood-Ratio ✓
2. Language Identifier (Markov Model, Backoff Smoothing)
3. Word Sense Disambiguation (Witten-Bell-Smoothing)
4. Part of Speech Tagger (Trigram Hidden Markov Model, Kneser-Ney-Smoothing, Viterbi Algorithm)
5. Statistical Parser (Probabilistic Context-Free Grammar(PCFG))

1.1 Log-Likelihood-Ratio

LLR

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2. Getting Started

2.1 Prerequisites

Python 3.4+
pickle

2.2 License

This project is licensed under the MIT License.

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