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Oflazer / Saraçlar

Turkish Natural Language Processing

Medium: Buch
ISBN: 978-3-319-90163-3
Verlag: Springer
Erscheinungstermin: 02.08.2018
Lieferfrist: bis zu 10 Tage

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 commercialand 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.


Produkteigenschaften


  • Artikelnummer: 9783319901633
  • Medium: Buch
  • ISBN: 978-3-319-90163-3
  • Verlag: Springer
  • Erscheinungstermin: 02.08.2018
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2018
  • Serie: Theory and Applications of Natural Language Processing
  • Produktform: Gebunden, HC runder Rücken kaschiert
  • Gewicht: 5697 g
  • Seiten: 355
  • Format (B x H x T): 160 x 241 x 27 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Herausgeber

Turkish and its challenges for language and speech processing (Kemal Oflazer, Murat Saraçlar).- Morphological processing for Turkish (Kemal Oflazer).- Morphological disambiguation for Turkish (Dilek Zeynep Hakkani-Tür, Murat Saraçlar, Gökhan Tür, Kemal Oflazer, Deniz Yuret).- Language modeling for Turkish text and speech processing (Ebru Ar¿soy, Murat Saraçlar).- Turkish speech recognition (Ebru Ar¿soy, Murat Saraçlar).- Turkish named entity recognition (Reyyan Yeniterzi, Gökhan Tür, Kemal Oflazer).- Dependency parsing of Turkish (Gül¿en Eryi¿it, Joakim Nivre, Kemal Oflazer).- Wide-covering parsing, semantics and morphology (Ruket Çak¿c¿, Mark Steedman, Cem Boz¿ahin).- Deep parsing of Turkish with lexical-functional grammar (Özlem Çetinölu, Kemal Oflazer).- Statistical Machine Translation and Turkish (Kemal Oflazer, Reyyan Yeniterzi, ¿lknur Durgar-El Kahlout).- Machine Translation between Turkic languages (A. Cüneyd Tantu¿, E¿ref Adal¿).- Sentiment analysis in Turkish (Gizem Gezici, Berrin Yan¿kölu).- The Turkish treebank (Gül¿en Eryi¿it, Kemal Oflazer, Umut Sulubacak).- Linguistic corpora: A view from Turkish (Mustafa Aksan, Ye¿im Aksan).- Turkish wordnet (Özlem Çetinölu, Orhan Bilgin, Kemal Oflazer).- Turkish discourse bank: Connectives and their configurations (Deniz Zeyrek, I¿¿n Demir¿ahin, Cem Boz¿ahin).-