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Automatic Language Identification in Texts
Tommi JauhiainenMarcos ZampieriTimothy BaldwinKrister Lindén
出版Springer Nature, 2024-01-01
主題Computers / Speech & Audio ProcessingLanguage Arts & Disciplines / Linguistics / GeneralComputers / Data Science / GeneralMathematics / Probability & Statistics / GeneralComputers / Artificial Intelligence / GeneralComputers / Computer ScienceComputers / Artificial Intelligence / Natural Language ProcessingComputers / Information TechnologyComputers / General
ISBN30314582229783031458224
URLhttp://books.google.com.hk/books?id=n9PrEAAAQBAJ&hl=&source=gbs_api
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註釋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.