Automatic Language Identification in Texts
Springer International Publishing
ISBN 978-3-031-45822-4
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Bibliografische Daten
eBook. PDF
2024
XIV, 148 p. 10 illus., 8 illus. in color..
In englischer Sprache
Umfang: 148 S.
Verlag: Springer International Publishing
ISBN: 978-3-031-45822-4
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Synthesis Collection of Technology (R0) Synthesis Lectures on Human Language Technologies
Produktbeschreibung
This book provides readers with a brief account of the history of Language Identification (LI) research and a survey of the features and methods most used in LI literature. LI is the problem of determining the language in which a document is written and is a crucial part of many text processing pipelines. The authors use a unified notation to clarify the relationships between common LI methods. The book introduces LI performance evaluation methods and takes a detailed look at LI-related shared tasks. The authors identify open issues and discuss the applications of LI and related tasks and proposes future directions for research in LI.
- In addition, this book reviews the history of LI research, including the challenges that have renewed interest in researching the topic
- Compares and contrasts the features and methods commonly used for LI, as well as LI performance evaluation methods
- Highlights the applications of language identificationand identifies areas for future research in LI
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