Automatic Language Identification in Texts
Book Details
Format
Paperback / Softback
ISBN-10
3031458249
ISBN-13
9783031458248
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jan 4th, 2025
Print length
148 Pages
Product Classification:
Computational and corpus linguisticsComputational linguisticsProbability & statisticsProbability and statisticsDigital and Information technology: general topicsInformation technology: general issuesComputer scienceArtificial intelligenceArtificial intelligence (AI)Natural language & machine translationNatural language and machine translation
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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. The authors identify open issues and discuss the applications of LI and related tasks and proposes future directions for research in LI.
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.
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