skip to content
Introduction to natural language processing Preview this item
ClosePreview this item
Checking...

Introduction to natural language processing

Author: Jacob Eisenstein
Publisher: Cambridge, Massachusetts : The MIT Press, [2019]
Series: Adaptive computation and machine learning.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"The book provides a technical perspective on the most contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. It also includes background in the salient linguistic issues, as well as computational representations and algorithms. The first section of the book explores what can be with individual words. The second section concerns structured representations such  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Document Type: Book
All Authors / Contributors: Jacob Eisenstein
ISBN: 9780262042840 0262042843
OCLC Number: 1080249173
Description: xiv, 519 pages : illustrations ; 24 cm.
Series Title: Adaptive computation and machine learning.
Responsibility: Jacob Eisenstein.

Abstract:

A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/1080249173> # Introduction to natural language processing
    a schema:Book, schema:CreativeWork ;
    library:oclcnum "1080249173" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/mau> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/8429972436#Topic/natural_language_processing_computer_science> ; # Natural language processing (Computer science)
    schema:about <http://experiment.worldcat.org/entity/work/data/8429972436#Topic/sprachverarbeitung> ; # Sprachverarbeitung
    schema:about <http://dewey.info/class/006.35/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/8429972436#Topic/informatik> ; # Informatik
    schema:author <http://experiment.worldcat.org/entity/work/data/8429972436#Person/eisenstein_jacob> ; # Jacob Eisenstein
    schema:bookFormat bgn:PrintBook ;
    schema:datePublished "2019" ;
    schema:description ""The book provides a technical perspective on the most contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. It also includes background in the salient linguistic issues, as well as computational representations and algorithms. The first section of the book explores what can be with individual words. The second section concerns structured representations such as sequences, trees, and graphs. The third section highlights different approaches to the representation and analysis of linguistic meaning. The final section describes three of the most transformative applications of natural language processing: information extraction, machine translation, and text generation. The book describes the technical foundations of the field, including the most relevant machine learning techniques, algorithms, and linguistic representations. From these foundations, it extends to contemporary research in areas such as deep learning. Each chapter contains exercises that include paper-and-pencil analysis of the computational algorithms and linguistic issues, as well as software implementations"--"@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/8429972436> ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/8429972436#Series/adaptive_computation_and_machine_learning> ; # Adaptive computation and machine learning.
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/8429972436#Series/adaptive_computation_and_machine_learning_series> ; # Adaptive computation and machine learning series
    schema:name "Introduction to natural language processing"@en ;
    schema:productID "1080249173" ;
    schema:workExample <http://worldcat.org/isbn/9780262042840> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/1080249173> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/8429972436#Person/eisenstein_jacob> # Jacob Eisenstein
    a schema:Person ;
    schema:familyName "Eisenstein" ;
    schema:givenName "Jacob" ;
    schema:name "Jacob Eisenstein" ;
    .

<http://experiment.worldcat.org/entity/work/data/8429972436#Series/adaptive_computation_and_machine_learning> # Adaptive computation and machine learning.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1080249173> ; # Introduction to natural language processing
    schema:name "Adaptive computation and machine learning." ;
    .

<http://experiment.worldcat.org/entity/work/data/8429972436#Series/adaptive_computation_and_machine_learning_series> # Adaptive computation and machine learning series
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/1080249173> ; # Introduction to natural language processing
    schema:name "Adaptive computation and machine learning series" ;
    .

<http://experiment.worldcat.org/entity/work/data/8429972436#Topic/natural_language_processing_computer_science> # Natural language processing (Computer science)
    a schema:Intangible ;
    schema:name "Natural language processing (Computer science)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/8429972436#Topic/sprachverarbeitung> # Sprachverarbeitung
    a schema:Intangible ;
    schema:name "Sprachverarbeitung"@en ;
    .

<http://worldcat.org/isbn/9780262042840>
    a schema:ProductModel ;
    schema:isbn "0262042843" ;
    schema:isbn "9780262042840" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.