Multitiered nonlinear morphology using multitape finite automata: a case study on Syriac and Arabic
Computational Linguistics - Special issue on finite-state methods in NLP
Arabic morphological analysis techniques: a comprehensive survey
Journal of the American Society for Information Science and Technology
Arabic tokenization, part-of-speech tagging and morphological disambiguation in one fell swoop
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
MAGEAD: a morphological analyzer and generator for the Arabic dialects
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Arabic Natural Language Processing
Arabic Natural Language Processing
Dialectal to standard Arabic paraphrasing to improve Arabic-English statistical machine translation
DIALECTS '11 Proceedings of the First Workshop on Algorithms and Resources for Modelling of Dialects and Language Varieties
Fast yet rich morphological analysis
FSMNLP '11 Proceedings of the 9th International Workshop on Finite State Methods and Natural Language Processing
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Most tools and resources developed for natural language processing of Arabic are designed for Modern Standard Arabic (MSA) and perform terribly on Arabic dialects, such as Egyptian Arabic. Egyptian Arabic differs from MSA phonologically, morphologically and lexically and has no standardized orthography. We present a linguistically accurate, large-scale morphological analyzer for Egyptian Arabic. The analyzer extends an existing resource, the Egyptian Colloquial Arabic Lexicon, and follows the part-of-speech guidelines used by the Linguistic Data Consortium for Egyptian Arabic. It accepts multiple orthographic variants and normalizes them to a conventional orthography.