Automatic Language Identification in Texts

丛 书 名：Synthesis Lectures on Human Language Technologies

版本说明：1

作     者：Tommi Jauhiainen Krister Lindén Marcos Zampieri Timothy Baldwin 

I S B N：(纸本) 9783031458217;9783031458248 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：XIV, 148页

主 题 词：Natural Language Processing (NLP) Computational Linguistics Computer Applications Statistics, general Artificial Intelligence Computer Science, general 

摘      要：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.