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Browsing Faculty of Arts and Sciences (FAS) by Author "Habash, Nizar Y."

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A panoramic survey of natural language processing in the Arab world

Darwish, Kareem M.; Habash, Nizar Y.; Abbas, Mourad; Al-Khalifa, Hend S.; Al-Natsheh, Hussein T.; Bouamor, Houda; Bouzoubaa, Karim; Cavalli-Sforza, Violetta; El-Beltagy, Samhaa R.; El-Hajj, Wassim; Jarrar, Mustafa; Mubarak, Hamdy (Association for Computing Machinery, 2021)

Natural language processing (NLP), called computational linguistics or human language technologies, is the sub-field of artificial intelligence (AI) focused on modeling natural languages to build applications such as speech ...
A sentiment treebank and morphologically enriched recursive deep models for effective sentiment analysis in Arabic

Baly, Ramy; Hajj, Hazem M.; Habash, Nizar Y.; Bashir Shaban, Khaled Bashir; El-Hajj, Wassim (Association for Computing Machinery, 2017)

Accurate sentiment analysis models encode the sentiment of words and their combinations to predict the overall sentiment of a sentence. This task becomes challenging when applied to morphologically rich languages (MRL). ...
A survey of opinion mining in Arabic: A comprehensive system perspective covering challenges and advances in tools, resources, models, applications, and visualizations

Badaro, Gilbert; Baly, Ramy; Hajj, Hazem M.; El-Hajj, Wassim; Bashir Shaban, Khaled Bashir; Habash, Nizar Y.; Al-Sallab, Ahmad A.; Hamdi, Ali (Association for Computing Machinery, 2019)

Opinion-mining or sentiment analysis continues to gain interest in industry and academics. While there has been significant progress in developing models for sentiment analysis, the field remains an active area of research ...

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Browsing Faculty of Arts and Sciences (FAS) by Author "Habash, Nizar Y."

Browsing Faculty of Arts and Sciences (FAS) by Author "Habash, Nizar Y."

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