Springer Book Archives: eBooks only 8.99 each! Save now >>

Lecture Notes in Artificial Intelligence Lect.Notes Computer. Hot Topics

Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing

Editors: Wermter, Stefan, Riloff, Ellen, Scheler, Gabriele (Eds.)

Free Preview

Buy this book

eBook $99.00
price for USA in USD (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-49738-7
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA in USD
  • ISBN 978-3-540-60925-4
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
About this book

This book is based on the workshop on New Approaches to Learning for Natural Language Processing, held in conjunction with the International Joint Conference on Artificial Intelligence, IJCAI'95, in Montreal, Canada in August 1995.
Most of the 32 papers included in the book are revised selected workshop presentations; some papers were individually solicited from members of the workshop program committee to give the book an overall completeness. Also included, and written with the novice reader in mind, is a comprehensive introductory survey by the volume editors. The volume presents the state of the art in the most promising current approaches to learning for NLP and is thus compulsory reading for researchers in the field or for anyone applying the new techniques to challenging real-world NLP problems.

Table of contents (33 chapters)

Table of contents (33 chapters)
  • Learning approaches for natural language processing

    Pages 1-16

    Wermter, Stefan (et al.)

  • Separating learning and representation

    Pages 17-32

    Sharkey, Noel E. (et al.)

  • Natural language grammatical inference: A comparison of recurrent neural networks and machine learning methods

    Pages 33-47

    Lawrence, Steve (et al.)

  • Extracting rules for grammar recognition from Cascade-2 networks

    Pages 48-60

    Hayward, Ross (et al.)

  • Generating English plural determiners from semantic representations: A neural network learning approach

    Pages 61-74

    Scheler, Gabriele

Buy this book

eBook $99.00
price for USA in USD (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-49738-7
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.00
price for USA in USD
  • ISBN 978-3-540-60925-4
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Loading...

Services for this Book

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Connectionist, Statistical and Symbolic Approaches to Learning for Natural Language Processing
Editors
  • Stefan Wermter
  • Ellen Riloff
  • Gabriele Scheler
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1040
Copyright
1996
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-49738-7
DOI
10.1007/3-540-60925-3
Softcover ISBN
978-3-540-60925-4
Edition Number
1
Number of Pages
X, 474
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works are not included.