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Automatic Language Identification in Texts

Über Automatic Language Identification in Texts

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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  • Sprache:
  • Englisch
  • ISBN:
  • 9783031458217
  • Einband:
  • Gebundene Ausgabe
  • Seitenzahl:
  • 164
  • Veröffentlicht:
  • 3. Januar 2024
  • Ausgabe:
  • 24001
  • Abmessungen:
  • 173x15x246 mm.
  • Gewicht:
  • 463 g.
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Beschreibung von Automatic Language Identification in Texts

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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