| Titre : |
Natural language processing with Python |
| Type de document : |
texte imprimé |
| Auteurs : |
Steven Bird, Auteur ; Ewan Klein, Auteur ; Edward Loper, Auteur |
| Editeur : |
Sebastopol [Etats-Unis] : O'Reilly Media |
| Année de publication : |
2009 |
| Importance : |
XX, 479 p. |
| Présentation : |
ill. |
| Format : |
23 cm |
| ISBN/ISSN/EAN : |
978-0-596-51649-9 |
| Note générale : |
La couv. porte en plus : "Analyzing text with the natural language toolkit".
Bibliogr. p. 449-458. Index |
| Langues : |
Anglais (eng) |
| Mots-clés : |
Traitement automatique du langage naturel
Python (langage de programmation) |
| Index. décimale : |
004.43 Langage de programmation |
| Résumé : |
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. |
| Note de contenu : |
Summary :
1. Language processing and Python.
2. Accessing text corpora and lexical resources.
3. Processing raw text.
4. Writing structured programs.
5. Categorizing and tagging words.
6. Learning to classify text.
7. Extracting information from text.
8. Analyzing sentence structure.
9. Building feature-based grammars.
... |
Natural language processing with Python [texte imprimé] / Steven Bird, Auteur ; Ewan Klein, Auteur ; Edward Loper, Auteur . - Sebastopol [Etats-Unis] : O'Reilly Media, 2009 . - XX, 479 p. : ill. ; 23 cm. ISBN : 978-0-596-51649-9 La couv. porte en plus : "Analyzing text with the natural language toolkit".
Bibliogr. p. 449-458. Index Langues : Anglais ( eng)
| Mots-clés : |
Traitement automatique du langage naturel
Python (langage de programmation) |
| Index. décimale : |
004.43 Langage de programmation |
| Résumé : |
This book offers a highly accessible introduction to natural language processing, the field that supports a variety of language technologies, from predictive text and email filtering to automatic summarization and translation. With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication. |
| Note de contenu : |
Summary :
1. Language processing and Python.
2. Accessing text corpora and lexical resources.
3. Processing raw text.
4. Writing structured programs.
5. Categorizing and tagging words.
6. Learning to classify text.
7. Extracting information from text.
8. Analyzing sentence structure.
9. Building feature-based grammars.
... |
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