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Speech and Language Processing An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition by Dan Jurafsky and James H. Martin is a nonfiction available to read on EtoBox.

What is Speech and Language Processing An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition about?

Introduction Regular Expressions, Text Normalization, Edit Distance Regular Expressions Basic Regular Expression Patterns Disjunction, Grouping, and Precedence A Simple Example More Operators A More Complex Example Substitution, Capture Groups, and ELIZA Lookahead Assertions Words Corpora Text Normalization Unix Tools for Crude Tokenization and Normalization Word Tokenization Byte-Pair Encoding for Tokenization Word Normalization, Lemmatization and Stemming Sentence Segmentation Minimum Edit Distance The Minimum Edit Distance Algorithm Summary Bibliographical and Historical Notes Exercises N-gram Language Models N-Grams Evaluating Language Models Perplexity Generalization and Zeros Unknown Words Smoothing Laplace Smoothing Add-k smoothing Backoff and Interpolation Kneser-Ney Smoothing Huge Language Models and Stupid Backoff Advanced: Perplexity's Relation to Entropy Summary Bibliographical and Historical Notes Exercises Naive Bayes and Sentiment Classification Naive Bayes Classifiers Training the Naive Bayes Classifier Worked example Optimizing for Sentiment Analysis Naive Bayes for other text classification tasks Naive Bayes as a Language Model Evaluation: Precision, Recall, F-mea

Who reads Speech and Language Processing An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition?

Author

Dan Jurafsky and James H. Martin

Published

2020

Language

EN

Category

nonfiction

Subjects

Computer Science, Artificial Intelligence (Ai), Stem

Rating

4.14 / 5 (246 ratings)

Updated

2026-03-14