The Oxford Handbook of Computational Linguistics

2. Auflage 2022
ISBN: 978-0-19-957369-1
Verlag: Hurst & Co.

Buch, Englisch, 1376 Seiten, Format (B × H): 174 mm x 251 mm, Gewicht: 1994 g

Reihe: Oxford Handbooks

Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis, translation technology, opinion mining and sentiment analysis, and the application of Natural Language Processing in educational and biomedical
contexts, among many others.

The volume is divided into four parts that examine, respectively: the linguistic fundamentals of computational linguistics; the methods and resources used, such as statistical modelling, machine learning, and corpus annotation; key language processing tasks including text segmentation, anaphora resolution, and speech recognition; and the major applications of Natural Language Processing, from machine translation to author profiling. The book will be an essential reference for researchers and
students in computational linguistics and Natural Language Processing, as well as those working in related industries.

Autoren/Hrsg.

Mitkov, Ruslan

Fachgebiete

• Geisteswissenschaften Sprachwissenschaft Semantik & Pragmatik
• Mathematik | Informatik EDV | Informatik Informatik
• Geisteswissenschaften Sprachwissenschaft Übersetzungswissenschaft, Translatologie, Dolmetschen
• Geisteswissenschaften Sprachwissenschaft Computerlinguistik, Korpuslinguistik
• Geisteswissenschaften Sprachwissenschaft Grammatik, Syntax, Morphologie

Über Autor(innen)

Ruslan Mitkov is Professor of Computational Linguistics and Language Engineering at the University of Wolverhampton, where he is also Director of the Research Institute for Information and Language Processing. He has worked in the fields of Natural Language Processing, computational linguistics, corpus linguistics, machine translation, translation technology, and related areas since the early 1980s. He is a Fellow of the Alexander von Humboldt Foundation, Germany;
Marie Curie Fellow and Distinguished Visiting Professor at the University of Franche-Comté in Besançon, France; and Vice-Chair of the EC-funded programme 'Future and Emerging Technologies'.