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Morphotactic Modeling in an Open-source Multi-dialectal Arabic Morphological Analyzer and Generator

Article scientifique 2022 Anglais

Résumé

Arabic is a morphologically rich and complex language, with numerous dialectal variants. Previous efforts on Arabic morphology modeling focused on specific variants and specific domains using a range of techniques with different degrees of linguistic modeling transparency. In this paper we propose a new approach to modeling Arabic morphology with an eye towards multi-dialectness, resource openness, and easy extensibility and use. We demonstrate our approach by modeling verbs from Standard Arabic and Egyptian Arabic, within a common framework, and with high coverage.

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Habash, N., Marzouk, R., Khairallah, C., Khalifa, S. (2022). Morphotactic Modeling in an Open-source Multi-dialectal Arabic Morphological Analyzer and Generator. https://doi.org/10.18653/v1/2022.sigmorphon-1.10

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