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Natural language annotation for machine learning /
"Create your own natural language training corpus for machine learning. Whether you're working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle--the process of adding metadata to your training corpus to help M...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Sebastopol, CA :
O'Reilly Media, Inc.,
[2013]
|
| Edición: | First edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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|---|---|---|---|
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| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
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| 072 | 7 | |a COM |x 042000 |2 bisacsh | |
| 082 | 0 | 4 | |a 006.35 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Pustejovsky, J. |q (James), |e author. | |
| 245 | 1 | 0 | |a Natural language annotation for machine learning / |c James Pustejovsky and Amber Stubbs. |
| 250 | |a First edition. | ||
| 264 | 1 | |a Sebastopol, CA : |b O'Reilly Media, Inc., |c [2013] | |
| 264 | 4 | |c ©2013 | |
| 300 | |a 1 online resource (324 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |2 rda | ||
| 504 | |a Includes bibliographical references and index. | ||
| 588 | 0 | |a Print version record. | |
| 500 | |a "A guide to corpus-building for applications"--Book cover. | ||
| 505 | 0 | |a The Basics -- Defining Your Goal and Dataset -- Corpus Analytics -- Building Your Model and Specification -- Applying and Adopting Annotation Standards -- Annotation and Adjudication -- Training: Machine Learning -- Testing and Evaluation -- Revising and Reporting -- Annotation: TimeML -- Automatic Annotation: Generating TimeML -- Afterword: The Future of Annotation. | |
| 520 | |a "Create your own natural language training corpus for machine learning. Whether you're working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle--the process of adding metadata to your training corpus to help ML algorithms work more efficiently"--Provided by publisher. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Natural language processing (Computer science) | |
| 650 | 0 | |a Corpora (Linguistics) |x Data processing. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 6 | |a Traitement automatique des langues naturelles. | |
| 650 | 6 | |a Corpus (Linguistique) |x Informatique. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 7 | |a COMPUTERS |x Natural Language Processing. |2 bisacsh | |
| 650 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 650 | 7 | |a Natural language processing (Computer science) |2 fast |0 (OCoLC)fst01034365 | |
| 700 | 1 | |a Stubbs, Amber, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Pustejovsky, J. (James). |t Natural language annotation for machine learning. |d Sebastopol, CA : O'Reilly Media, ©2013 |z 9781449306663 |w (DLC) 2012289691 |w (OCoLC)794362649 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781449332693/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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| 938 | |a ProQuest Ebook Central |b EBLB |n EBL1043326 | ||
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