17 citations · 57 across the 16 of their papers we have counts for
16 papers
Deciphering Hate: Identifying Hateful Memes and Their Targets
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque +1
Internet memes have become a powerful means for individuals to express emotions, thoughts, and perspectives on social media. While often considered as a source of humor and enterta…
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque +1
Multimodal hateful content detection is a challenging task that requires complex reasoning across visual and textual modalities. Therefore, creating a meaningful multimodal represe…
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach
Avishek Das, Omar Sharif, Mohammed Moshiul Hoque +1
Although research on emotion classification has significantly progressed in high-resource languages, it is still infancy for resource-constrained languages like Bengali. However, u…
NLP-CUET@DravidianLangTech-EACL2021: Investigating Visual and Textual Features to Identify Trolls from Multimodal Social Media Memes
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque
In the past few years, the meme has become a new way of communication on the Internet. As memes are the images with embedded text, it can quickly spread hate, offence and violence.…
NLP-CUET@LT-EDI-EACL2021: Multilingual Code-Mixed Hope Speech Detection using Cross-lingual Representation Learner
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque
In recent years, several systems have been developed to regulate the spread of negativity and eliminate aggressive, offensive or abusive contents from the online platforms. Neverth…
NLP-CUET@DravidianLangTech-EACL2021: Offensive Language Detection from Multilingual Code-Mixed Text using Transformers
Omar Sharif, Eftekhar Hossain, Mohammed Moshiul Hoque
The increasing accessibility of the internet facilitated social media usage and encouraged individuals to express their opinions liberally. Nevertheless, it also creates a place fo…
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media
Omar Sharif, Eftekhar Hossain, Mohammed Moshiul Hoque
This paper illustrates a detail description of the system and its results that developed as a part of the participation at CONSTRAINT shared task in AAAI-2021. The shared task comp…
An Efficient K-means Clustering Algorithm for Analysing COVID-19
Md. Zubair, MD. Asif Iqbal, Avijeet Shil +3
COVID-19 hits the world like a storm by arising pandemic situations for most of the countries around the world. The whole world is trying to overcome this pandemic situation. A bet…
TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network
Omar Sharif, Eftekhar Hossain, Mohammed Moshiul Hoque
This paper illustrates the details description of technical text classification system and its results that developed as a part of participation in the shared task TechDofication 2…
Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques
Uwaise Ibna Islam, Iqbal H. Sarker, Enamul Haque +1
Substance abuse is the unrestrained and detrimental use of psychoactive chemical substances, unauthorized drugs, and alcohol. Continuous use of these substances can ultimately lead…
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies
Rony Chowdhury Ripan, Iqbal H. Sarker, Md Musfique Anwar +4
Cybersecurity has recently gained considerable interest in today's security issues because of the popularity of the Internet-of-Things (IoT), the considerable growth of mobile netw…
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque +1
The amount of textual data generation has increased enormously due to the effortless access of the Internet and the evolution of various web 2.0 applications. These textual data pr…
A Robotic Framework for Making Eye Contact with Humans
Mohammed Moshiul Hoque
Meeting eye contact is the essential prerequisite skill of a human to initiate any conversation with others. However, it is not an easy task for a robot to meet eye contact with a…
Sentiment Polarity Detection on Bengali Book Reviews Using Multinomial Naive Bayes
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque
Recently, sentiment polarity detection has increased attention to NLP researchers due to the massive availability of customer's opinions or reviews in the online platform. Due to t…
A Rule Based Expert System to Assess Coronary Artery Disease under Uncertainty
Sohrab Hossain, Dhiman Sarma, Rana Joyti Chakma +3
The coronary artery disease (CAD) involves narrowing and damaging the major blood vessels has become the most life threating disease in the world especially in south Asian reason.…
Crime Prediction Using Spatio-Temporal Data
Sohrab Hossain, Ahmed Abtahee, Imran Kashem +2
A crime is a punishable offence that is harmful for an individual and his society. It is obvious to comprehend the patterns of criminal activity to prevent them. Research can help…