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09/14/2021
MMCoVaR: Multimodal COVID-19 Vaccine Focused Data Repository for Fake News Detection and a Baseline Architecture for Classification
The outbreak of COVID-19 has resulted in an "infodemic" that has encoura...
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04/29/2021
Learning Models for Suicide Prediction from Social Media Posts
We propose a deep learning architecture and test three other machine lea...
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04/21/2021
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks
Synthetic data generation becomes prevalent as a solution to privacy lea...
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07/21/2020
Explainable Rumor Detection using Inter and Intra-feature Attention Networks
With social media becoming ubiquitous, information consumption from this...
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06/25/2020
Explainable CNN-attention Networks (C-Attention Network) for Automated Detection of Alzheimer's Disease
In this work, we propose three explainable deep learning architectures t...
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05/08/2020