Synthesis Lectures on Human Language Technologies

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

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.

Details

Published by: Springer

Publication Date: 2025-01-04

Format: Paperback

ISBN-13: 9783031458248

DOI: 10.1007/978-3-031-45822-4

Dimensions: 240cm x168cm

Pages: 148