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Tagging Part of Speech in Hausa Sentences

机译:在豪萨语句子中标记词性

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摘要

Despite the recent exponential growth of Hausa online content on websites like Aminiya.dailytrust.com.ng, Freedomradio.com, Hausa.Leadership.ng, Arewa24.com, and BBC.com/hausa, Sentiment Analysis on such Hausa web content have not been explored in the research community. Thus, Sentiment Analysis of Hausa based web content is a virgin researchable area. However, there are some pre-requisite activities prior to conducting sentiment analysis such as stemming/Lemmatization of words, and Part of Speech (POS) tagging. Unfortunately, for Hausa language, researches towards tools and techniques for these pre-requisite activities are still in the infancy stage, with little work done on stemming of words, but no work so far on Lemmatization and POS tagging. Consequently, this research work proposes a technique/model for POS tagging of Hausa sentences towards the realization of sentiment analysis of Hausa web content. The work is in progress. Preliminary results are encouraging.
机译:尽管最近在Aminiya.dailytrust.com.ng,Freedomradio.com,Hausa.Leadership.ng,Arewa24.com和BBC.com/hausa等网站上的Hausa在线内容呈指数增长,但对此类Hausa Web内容的情感分析还没有在研究社区中进行了探索。因此,基于Hausa的Web内容的情感分析是一个尚待研究的领域。但是,在进行情感分析之前,需要进行一些先决条件活动,例如词干/词法化以及词性(POS)标记。不幸的是,对于豪萨语来说,针对这些前提活动的工具和技术的研究仍处于起步阶段,有关词干的研究很少,但到目前为止,关于词法化和POS标记的工作还很少。因此,本研究工作提出了一种用于豪萨语句子POS标签的技术/模型,以实现对豪萨语网络内容的情感分析。工作正在进行中。初步结果令人鼓舞。

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