Automatic Language Identification in Texts

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Automatic Language Identification in Texts

Computational and corpus linguistics Probability and statistics Applied computing Computer science Artificial intelligence Natural language and machine translation

Authors: Tommi Jauhiainen, Marcos Zampieri, Timothy Baldwin, Krister Linden

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Collection: Synthesis Lectures on Human Language Technologies

Language: English

Published by: Springer

Published on: 1st January 2024

Format: LCP-protected ePub

ISBN: 9783031458224


Overview

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.

Methods and Notation

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.

Future Directions

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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