Similar languages, varieties, and dialects: a computational perspective
Language resources and computational models are becoming increasingly important for the study of language variation. A main challenge of this interdisciplinary field is that linguistics researchers may not be familiar with these helpful computational tools and many NLP researchers are often not fami...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2021
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| Schriftenreihe: | Studies in natural language processing
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| Schlagworte: | |
| Online-Zugang: | BSB01 TUM01 UBG01 UBW01 Volltext |
| Zusammenfassung: | Language resources and computational models are becoming increasingly important for the study of language variation. A main challenge of this interdisciplinary field is that linguistics researchers may not be familiar with these helpful computational tools and many NLP researchers are often not familiar with language variation phenomena. This essential reference introduces researchers to the necessary computational models for processing similar languages, varieties, and dialects. In this book, leading experts tackle the inherent challenges of the field by balancing a thorough discussion of the theoretical background with a meaningful overview of state-of-the-art language technology. The book can be used in a graduate course, or as a supplementary text for courses on language variation, dialectology, and sociolinguistics or on computational linguistics and NLP. Part 1 covers the linguistic fundamentals of the field such as the question of status and language variation. Part 2 discusses data collection and pre-processing methods. Finally, Part 3 presents NLP applications such as speech processing, machine translation, and language-specific issues in Arabic and Chinese |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 23 Aug 2021) |
| Beschreibung: | 1 Online-Ressource (xviii, 326 Seiten) |
| ISBN: | 9781108565080 |
| DOI: | 10.1017/9781108565080 |
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| 520 | |a Language resources and computational models are becoming increasingly important for the study of language variation. A main challenge of this interdisciplinary field is that linguistics researchers may not be familiar with these helpful computational tools and many NLP researchers are often not familiar with language variation phenomena. This essential reference introduces researchers to the necessary computational models for processing similar languages, varieties, and dialects. In this book, leading experts tackle the inherent challenges of the field by balancing a thorough discussion of the theoretical background with a meaningful overview of state-of-the-art language technology. The book can be used in a graduate course, or as a supplementary text for courses on language variation, dialectology, and sociolinguistics or on computational linguistics and NLP. Part 1 covers the linguistic fundamentals of the field such as the question of status and language variation. Part 2 discusses data collection and pre-processing methods. Finally, Part 3 presents NLP applications such as speech processing, machine translation, and language-specific issues in Arabic and Chinese | ||
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| isbn | 9781108565080 |
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| spelling | Similar languages, varieties, and dialects a computational perspective edited by Marcos Zampieri, Preslav Nakov Cambridge Cambridge University Press 2021 1 Online-Ressource (xviii, 326 Seiten) txt rdacontent c rdamedia cr rdacarrier Studies in natural language processing Title from publisher's bibliographic system (viewed on 23 Aug 2021) Language resources and computational models are becoming increasingly important for the study of language variation. A main challenge of this interdisciplinary field is that linguistics researchers may not be familiar with these helpful computational tools and many NLP researchers are often not familiar with language variation phenomena. This essential reference introduces researchers to the necessary computational models for processing similar languages, varieties, and dialects. In this book, leading experts tackle the inherent challenges of the field by balancing a thorough discussion of the theoretical background with a meaningful overview of state-of-the-art language technology. The book can be used in a graduate course, or as a supplementary text for courses on language variation, dialectology, and sociolinguistics or on computational linguistics and NLP. Part 1 covers the linguistic fundamentals of the field such as the question of status and language variation. Part 2 discusses data collection and pre-processing methods. Finally, Part 3 presents NLP applications such as speech processing, machine translation, and language-specific issues in Arabic and Chinese Language and languages / Variation Computational linguistics Sociolinguistics Dialectology Zampieri, Marcos ca. 20./21. Jh. (DE-588)111851582X edt Nakov, Preslav ca. 20./21. Jh. (DE-588)124221383X edt Erscheint auch als Druck-Ausgabe 978-1-108-42935-1 https://doi.org/10.1017/9781108565080 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Similar languages, varieties, and dialects a computational perspective Language and languages / Variation Computational linguistics Sociolinguistics Dialectology |
| title | Similar languages, varieties, and dialects a computational perspective |
| title_auth | Similar languages, varieties, and dialects a computational perspective |
| title_exact_search | Similar languages, varieties, and dialects a computational perspective |
| title_exact_search_txtP | Similar languages, varieties, and dialects a computational perspective |
| title_full | Similar languages, varieties, and dialects a computational perspective edited by Marcos Zampieri, Preslav Nakov |
| title_fullStr | Similar languages, varieties, and dialects a computational perspective edited by Marcos Zampieri, Preslav Nakov |
| title_full_unstemmed | Similar languages, varieties, and dialects a computational perspective edited by Marcos Zampieri, Preslav Nakov |
| title_short | Similar languages, varieties, and dialects |
| title_sort | similar languages varieties and dialects a computational perspective |
| title_sub | a computational perspective |
| topic | Language and languages / Variation Computational linguistics Sociolinguistics Dialectology |
| topic_facet | Language and languages / Variation Computational linguistics Sociolinguistics Dialectology |
| url | https://doi.org/10.1017/9781108565080 |
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