Accurate Arabic Script Language/Dialect Classification

Accurate Arabic Script Language/Dialect Classification

Correctly identifying the language/dialect of a text is a critical first step for many natural language processing systems, including machine translation systems. To date, most language identification efforts have focused on distinguishing between European languages. Increasingly, historically-unwri...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Tratz, Stephen C
Format: Report
Sprache:eng
Schlagworte:
ARABIC
ARABIC LANGUAGE
ARABS
CLASSIFICATION
DIALECT
DIALECTS
FOREIGN REPORTS
IDENTIFICATION
INFORMATION PROCESSING
Information Science
LANGUAGE
LANGUAGE IDENTIFICATION
Linguistics
MACHINE LEARNING
MACHINE TRANSLATION
NATURAL LANGUAGE
NATURAL LANGUAGE PROCESSING
ONLINE SYSTEMS
STATE OF THE ART
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Beschreibung
Zusammenfassung:Correctly identifying the language/dialect of a text is a critical first step for many natural language processing systems, including machine translation systems. To date, most language identification efforts have focused on distinguishing between European languages. Increasingly, historically-unwrittenArabic dialects are appearing online in social media. This report describes state-of-the-art classifiers for automatically distinguishing between Arabic script languages and between Arabic dialects. The original document contains color images.