Browsing by Author "Aoun, Rita"
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A Characterization Study of Arabic Twitter Data with a Benchmarking for State-of-the-Art Opinion Mining Models
Baly, Ramy; Badaro, Gilbert; El-Khoury, Georges; Moukalled, Rawan; Aoun, Rita; Hajj, Hazem; El-Hajj, Wassim; Habash, Nizar; Shaban, Khaled... more authors ... less authors ( Association for Computational Linguistics (ACL) , 2017 , Conference Paper)Opinion mining in Arabic is a challenging task given the rich morphology of the language. The task becomes more challenging when it is applied to Twitter data, which contains additional sources of noise, such as the use ... -
Comparative Evaluation of Sentiment Analysis Methods Across Arabic Dialects
Baly, Ramy; El-Khoury, Georges; Moukalled, Rawan; Aoun, Rita; Hajj, Hazem; Shaban, Khaled Bashir; El-Hajj, Wassim... more authors ... less authors ( Elsevier , 2017 , Conference Paper)Sentiment analysis in Arabic is challenging due to the complex morphology of the language. The task becomes more challenging when considering Twitter data that contain significant amounts of noise such as the use of Arabizi, ...