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JANA: A Human-Human Dialogues Corpus for Egyptian Dialect ...
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Turn Segmentation into Utterances for Arabic Spontaneous Dialogues and Instance Messages ...
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Sentiment Analysis For Modern Standard Arabic And Colloquial ...
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Idioms-Proverbs Lexicon for Modern Standard Arabic and Colloquial Sentiment Analysis ...
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Abstract:
Although, the fair amount of works in sentiment analysis (SA) and opinion mining (OM) systems in the last decade and with respect to the performance of these systems, but it still not desired performance, especially for morphologically-Rich Language (MRL) such as Arabic, due to the complexities and challenges exist in the nature of the languages itself. One of these challenges is the detection of idioms or proverbs phrases within the writer text or comment. An idiom or proverb is a form of speech or an expression that is peculiar to itself. Grammatically, it cannot be understood from the individual meanings of its elements and can yield different sentiment when treats as separate words. Consequently, In order to facilitate the task of detection and classification of lexical phrases for automated SA systems, this paper presents AIPSeLEX a novel idioms/ proverbs sentiment lexicon for modern standard Arabic (MSA) and colloquial. AIPSeLEX is manually collected and annotated at sentence level with semantic ... : arXiv admin note: text overlap with arXiv:1505.03105 ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1506.01906 https://arxiv.org/abs/1506.01906
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