Automatic Language Identification in Texts

ISBN-13: 9783031458248 / Angielski / Miękka / 2025

Tommi Jauhiainen;Marcos Zampieri;Timothy Baldwin

Opis

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.