文章基本信息

标题：Syntactic Annotation in the I3rab Dependency Treebank
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作者：Dana Halabi ; Arafat Awajan ; Ebaa Fayyoumi 等
期刊名称：The International Arab Journal of Information Technology
印刷版ISSN：1683-3198
出版年度：2021
卷号：18
期号：3
DOI：10.34028/iajit/18/3A/1
语种：English
出版社：Zarqa Private University
摘要：Arabic dependency parsers have a poor performance compared to parsers of other languages. Recently the impact of annotation at lexical level of dependency treebank on the overall performance of the dependency parses has been extensively investigated. This paper focuses on the impact of coarse-grained and fine-grained dependency relations on the performance of Arabic dependency parsers. Moreover, this paper introduces the annotation rules for I3rab dependency treebank. Experimentally, the obtained results showed that having an appropriate set of dependency relations improves the performance of an Arabic dependency parser up to 27.55%.
关键词：Arabic language;dependency parsing;natural language processing;dependency structure;dependency relation;annotation rules