Introduction / Ali Farghaly -- The Arabic language, Arabic linguistics and Arabic computational linguistics / Ali Farghaly -- Arabic lexical resources. The Buckwalter Arabic Morphological Analyzer / Timothy A. Buckwalter -- The Penn Arabic Treebank / Mohamed Maamouri and Ann Bies -- The other Arabic Treebank: Prague dependencies and functions / Otakar Smrž and Jan Hajič -- Arabic pattern recognition. Finite state based Arabic word segmentation / Jeffrey Sorensen and Imed Zitouni -- A statistical model for Arabic mention detection and chaining / Imed Zitouni, Xiaoqiang Luo, and Radu Florian -- Automatic speech recognition systems for conversational Arabic / Katrin Kirchhoff and Dimitra Vergyri -- Arabic machine translation. The language weaver : Arabic to English statistical machine translation system / Alexander Fraser and William Wong -- Complementation structures in Arabic for rule-based machine translation / Selcuk K"opr"u and Jude Miller -- The AppTek Hybrid Machine Translation System / Hassan Sawaf.
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