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首页> 外文期刊>The Arabian journal for science and engineering >AUTOMATIC RESTORATION OF ARABIC DIACRITICS: A SIMPLE, PURELY STATISTICAL APPROACH
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AUTOMATIC RESTORATION OF ARABIC DIACRITICS: A SIMPLE, PURELY STATISTICAL APPROACH

机译:阿拉伯文言语的自动修复:一种简单,完全统计的方法

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摘要

This paper is about an innovative Arabic diacritizer. Most of the previous published works on diacritization depends on other tools such as Hidden Markov Model Toolkit and/or higher linguistic knowledge such as morphology and syntax. The present system is a baseline system which is small in size, fast in processing, and independent from other tools and linguistic rules. The system uses a statistical method that relies on quad-gram probabilities. Its accuracy rate is relatively high when compared to previous systems that are based only on statistics.
机译:本文是关于一种创新的阿拉伯diacritizer。以前出版的大多数关于反锐化的著作都依赖于其他工具,例如“隐马尔可夫模型工具包”和/或更高的语言知识,例如形态和语法。本系统是基线系统,其尺寸小,处理速度快并且独立于其他工具和语言规则。该系统使用依赖于四元语法概率的统计方法。与仅基于统计信息的以前的系统相比,其准确率相对较高。

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