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Creating Resources for Dialectal Arabic from a Single Annotation: A Case Study on Egyptian and Levantine

机译:通过单一注释为方言阿拉伯语创建资源:以埃及和黎凡特为例

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Arabic dialects present a special problem for natural language processing because there are few Arabic dialect resources, they have no standard orthography, and they have not been studied much. However, as more and more written dialectal Arabic is found on social media, natural language processing for Arabic dialects has become an important goal. We present a methodology for creating a morphological analyzer and a morphological tagger for dialectal Arabic, and we illustrate it on Egyptian and Levantine Arabic. To our knowledge, these are the first analyzer and tagger for Levantine.
机译:阿拉伯方言为自然语言处理带来了一个特殊的问题,因为阿拉伯方言资源很少,没有标准的拼字法,也没有进行太多的研究。但是,随着在社交媒体上发现越来越多的书面方言阿拉伯语,对阿拉伯方言进行自然语言处理已成为一个重要目标。我们提供了一种为方言阿拉伯语创建形态分析器和形态标记器的方法,并在埃及语和黎凡特阿拉伯语中进行了说明。据我们所知,这是黎凡特的第一台分析仪和标记器。

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