Metaphorical Expressions in Automatic Arabic Sentiment Analysis (2020 · 8 citations)
This paper asks whether current Arabic sentiment analysis tools can handle metaphorical language. The authors argue that metaphor is especially common in Arabic for historical and cultural reasons. A metaphor's intended polarity often differs from the literal polarity of its words, which confuses systems that rely on…
Arabic Metaphor Sentiment Classification Using Semantic Information (2025)
The paper tackles sentiment classification for Arabic text that contains metaphors. No dedicated tools exist for this task, and building annotated data for it is expensive. The author works with the Arabic Metaphor Corpus (AMC), 1,000 Arabic book reviews annotated by hand for metaphor terms, review-level sentiment…

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