Automatic Language Identification in Texts

von Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Lindén

148 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Synthesis Lectures on Human Language Technologies
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Natürliche Sprachen und maschinelle Übersetzung
• ISBN: 9783031458248
• Sprache: Englisch
• Erscheinungsdatum: 04.01.2025
• Größe: 24 x 16.8 cm
• Verlag: Springer International Publishing