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Emotion Classification in a Resource Constrained Language Using Transformer-based Approach



Avishek Das , Omar Sharif , Mohammed Moshiul Hoque , Iqbal H. Sarker

* Accepted in NAACL-SRW 2021 

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[email protected]: Investigating Visual and Textual Features to Identify Trolls from Multimodal Social Media Memes



Eftekhar Hossain , Omar Sharif , Mohammed Moshiul Hoque

* 3rd rank DravidianLangTech workshop shared task, EACL-2021, 7 pages 

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[email protected]: Multilingual Code-Mixed Hope Speech Detection using Cross-lingual Representation Learner



Eftekhar Hossain , Omar Sharif , Mohammed Moshiul Hoque

* Winner LT-EDI workshop EACL-2021, 7 pages 

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[email protected]: Offensive Language Detection from Multilingual Code-Mixed Text using Transformers



Omar Sharif , Eftekhar Hossain , Mohammed Moshiul Hoque

* EACL-2021 workshop paper, 6 pages 

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Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media



Omar Sharif , Eftekhar Hossain , Mohammed Moshiul Hoque

* Shared task description paper in CONSTRAINT workshop collocated with AAAI-2021, 11 pages 

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TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network



Omar Sharif , Eftekhar Hossain , Mohammed Moshiul Hoque

* 5 pages, 3 tables, This paper is accepted and presented at 17th International Conference on Natural Language Processing (ICON 2020) 

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An Efficient K-means Clustering Algorithm for Analysing COVID-19



Md. Zubair , MD. Asif Iqbal , Avijeet Shil , Enamul Haque , Mohammed Moshiul Hoque , Iqbal H. Sarker

* 10 pages 

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Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques



Uwaise Ibna Islam , Iqbal H. Sarker , Enamul Haque , Mohammed Moshiul Hoque

* 10 pages 

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An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies



Rony Chowdhury Ripan , Iqbal H. Sarker , Md Musfique Anwar , Md. Hasan Furhad , Fazle Rahat , Mohammed Moshiul Hoque , Muhammad Sarfraz

* 10 pages 

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SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews



Eftekhar Hossain , Omar Sharif , Mohammed Moshiul Hoque , Iqbal H. Sarker

* 13 page, will appear in 20th International Conference on Hybrid Intelligent Systems (HIS 2020) 

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