• Arabic corpora for credibility analysis 

      Al Zaatari, Ayman; El Ballouli, Rim; Elbassuoni, Shady; El-Hajj, Wassim; Hajj, Hazem; ... more authors ( European Language Resources Association (ELRA) , 2016 , Conference Paper)
      A significant portion of data generated on blogging and microblogging websites is non-credible as shown in many recent studies. To filter out such non-credible information, machine learning can be deployed to build automatic ...
    • CAT: Credibility Analysis of Arabic Content on Twitter 

      El Ballouli, Rim; El-Hajj, Wassim; Ghandour, Ahmad; Elbassuoni, Shady; Hajj, Hazem; ... more authors ( Association for Computational Linguistics (ACL) , 2017 , Conference Paper)
      Data generated on Twitter has become a rich source for various data mining tasks. Those data analysis tasks that are dependent on the tweet semantics, such as sentiment analysis, emotion mining, and rumor detection among ...
    • Methodical evaluation of Arabic word embeddings 

      Elrazzaz, Mohammed; Elbassuoni, Shady; Shaban, Khaled; Helwe, Chadi ( Association for Computational Linguistics (ACL) , 2017 , Conference Paper)
      Many unsupervised learning techniques have been proposed to obtain meaningful representations of words from text. In this study, we evaluate these various techniques when used to generate Arabic word embeddings. We first ...