Natural Language Processing (IA)
Indice degli argomenti
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Phonetics, Phonology, and Morphology
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Grammar, Syntax, and Semantics
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Pragmatics
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Corpora, Tokenization, Lemmatization, Stemming, and Sentence segmentation
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Regular Expressions
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Sentiment Analysis with Logistic Regression
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Sentiment Analysis with Naive Bayes
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Towards Word Embeddings
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Boolean search models
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Ranked retrieval
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Basic machine Translation
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Jupiter's Notebook implementation for MT & DS
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A simple autocorrect procedure
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Jupiter's Notebook implementation for a simple spelling corrector
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Markov Chains and HMM
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The Viterbi Algorithm
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Students' presentations
More on The Viterbi Algorithm
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N-grams
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Jupiter's notebooks to aid in the implementation of an Auto-complete system with Language Models
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Word Embeddings with Continuous Bag-of-Words
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Auto-Complete with N-gram Language Models
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WE Jupiter's Notebooks
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