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CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing

2020-05-01LREC 2020Code Available1· sign in to hype

Ossama Obeid, Nasser Zalmout, Salam Khalifa, Dima Taji, Mai Oudah, Bashar Alhafni, Go Inoue, Fadhl Eryani, Alex Erdmann, er, Nizar Habash

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Abstract

We present CAMeL Tools, a collection of open-source tools for Arabic natural language processing in Python. CAMeL Tools currently provides utilities for pre-processing, morphological modeling, Dialect Identification, Named Entity Recognition and Sentiment Analysis. In this paper, we describe the design of CAMeL Tools and the functionalities it provides.

Tasks

Arabic Sentiment AnalysisArabic Text DiacritizationDialect IdentificationMorphological AnalysisMorphological Inflectionnamed-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)Sentiment Analysis

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