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Turkish Natural Language Processing

  • Kemal Oflazer
  • Murat Saraçlar

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Kemal Oflazer, Murat Saraçlar
    Pages 1-19
  3. Kemal Oflazer
    Pages 21-52
  4. Dilek Zeynep Hakkani-Tür, Murat Saraçlar, Gökhan Tür, Kemal Oflazer, Deniz Yuret
    Pages 53-67
  5. Ebru Arısoy, Murat Saraçlar
    Pages 69-92
  6. Ebru Arısoy, Murat Saraçlar
    Pages 93-114
  7. Reyyan Yeniterzi, Gökhan Tür, Kemal Oflazer
    Pages 115-132
  8. Gülşen Eryiğit, Joakim Nivre, Kemal Oflazer
    Pages 133-151
  9. Ruket Çakıcı, Mark Steedman, Cem Bozşahin
    Pages 153-174
  10. Özlem Çetinoğlu, Kemal Oflazer
    Pages 175-206
  11. Kemal Oflazer, Reyyan Yeniterzi, İlknur Durgar-El Kahlout
    Pages 207-236
  12. A. Cüneyd Tantuğ, Eşref Adalı
    Pages 237-254
  13. Gizem Gezici, Berrin Yanıkoğlu
    Pages 255-271
  14. Gülşen Eryiğit, Kemal Oflazer, Umut Sulubacak
    Pages 273-289
  15. Mustafa Aksan, Yeşim Aksan
    Pages 291-315
  16. Özlem Çetinoğlu, Orhan Bilgin, Kemal Oflazer
    Pages 317-336
  17. Deniz Zeyrek, Işın Demirşahin, Cem Bozşahin
    Pages 337-356
  18. Back Matter
    Pages 357-366

About this book

Introduction

This book brings together work on Turkish natural language and speech processing over the last 25 years, covering numerous fundamental tasks ranging from morphological processing and language modeling, to full-fledged deep parsing and machine translation, as well as computational resources developed along the way to enable most of this work. Owing to its complex morphology and free constituent order, Turkish has proved to be a fascinating language for natural language and speech processing research and applications.

After an overview of the aspects of Turkish that make it challenging for natural language and speech processing tasks, this book discusses in detail the main tasks and applications of Turkish natural language and speech processing. A compendium of the work on Turkish natural language and speech processing, it is a valuable reference for new researchers considering computational work on Turkish, as well as a one-stop resource for commercial and research institutions planning to develop applications for Turkish. It also serves as a blueprint for similar work on other Turkic languages such as Azeri, Turkmen and Uzbek.

Keywords

Turkish language Natural language processing Computational linguistics Morphologically complex languages Speech recognition Statistical language modeling Language resources

Editors and affiliations

  • Kemal Oflazer
    • 1
  • Murat Saraçlar
    • 2
  1. 1.Carnegie Mellon University QatarDoha-Education CityQatar
  2. 2.Electrical and Electronic EngineeringBoğaziçi UniversityIstanbul-BebekTurkey

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-90165-7
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-90163-3
  • Online ISBN 978-3-319-90165-7
  • Series Print ISSN 2192-032X
  • Series Online ISSN 2192-0338
  • Buy this book on publisher's site