Automatic Language Identification in Texts
Author | : Tommi Jauhiainen |
Publisher | : Springer Nature |
Total Pages | : 155 |
Release | : 2024-02-02 |
ISBN-10 | : 9783031458224 |
ISBN-13 | : 3031458222 |
Rating | : 4/5 (24 Downloads) |
Book excerpt: 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.