Browsing by Author "Al Sallab, Ahmad"
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A meta-framework for modeling the human reading process in sentiment analysis
Baly, Ramy; Hobeica, Roula; Hajj, Hazem; El-Hajj, Wassim; Shaban, Khaled Bashir; Al-Sallab, Ahmad... more authors ... less authors ( Association for Computing Machinery , 2016 , Article)This article introduces a sentiment analysis approach that adopts the way humans read, interpret, and extract sentiment from text. Our motivation builds on the assumption that human interpretation should lead to the most ... -
AROMA: A recursive deep learning model for opinion mining in Arabic as a low resource language
Al-Sallab, Ahmad; Baly, Ramy; Hajj, Hazem; Shaban, Khaled Bashir; El-Hajj, Wassim; Badaro, Gilbert... more authors ... less authors ( Association for Computing Machinery , 2017 , Article Review)While research on English opinion mining has already achieved significant progress and success, work on Arabic opinion mining is still lagging. This is mainly due to the relative recency of research efforts in developing ... -
Deep learning models for sentiment analysis in arabic
Al Sallab, Ahmad; Hajj, Hazem; Badaro, Gilbert; Baly, Ramy; El Hajj, Wassim; Bashir Shaban, Khaled... more authors ... less authors ( Association for Computational Linguistics (ACL) , 2015 , Conference Paper)In this paper, deep learning framework is proposed for text sentiment classification in Arabic. Four different architectures are explored. Three are based on Deep Belief Networks and Deep Auto Encoders, where the input ...