Named Entity Recognition and Hashtag Decomposition to Improve the Classification of Tweets. - Belainine Billal; Alexsandro Fonseca; Fatiha Sadat (NUT@COLING, 2016)

Efficient natural language pre-processing for analyzing large data sets. - Belainine Billal; Alexsandro Fonseca; Fatiha Sadat (IEEE BigData, 2016)

Arabic Social Media Analysis and Translation. - Fatma Mallek; Billal Belainine; Fatiha Sadat (ACLING, 2017)

Semi-supervised learning and social media text analysis towards multi-labeling categorization. - Belainine Billal; Alexsandro Fonseca; Fatiha Sadat; Hakim Lounis (IEEE BigData, 2017)

Modelling a Conversational Agent with Complex Emotional Intelligence. - Billal Belainine; Fatiha Sadat; Hakim Lounis (AAAI, 2020)

Complex Emotional Intelligence Learning Using Deep Neural Networks (Student Abstract). - Belainine Billal; Fatiha Sadat; Hakim Lounis (AAAI, 2020)

Multi-Dimension Attention for Multi-Turn Dialog Generation (Student Abstract). - Billal Belainine; Fatiha Sadat; Mounir Boukadoum (AAAI, 2022)

End-to-End Dialogue Generation Using a Single Encoder and a Decoder Cascade With a Multidimension Attention Mechanism. - Billal Belainine; Fatiha Sadat; Mounir Boukadoum (IEEE Trans. Neural Networks Learn. Syst., 2023)