Deep Learning Methods to Detect Hateful Memes

Developed an ensemble learning model based on VisualBERT to detect hateful memes in the Hateful Memes Challenge proposed by Facebook. The algorithm achieves 0.7675 AUROC with an accuracy of 0.7111.

Related course: CS 7643: Deep Learning, Spring 2021

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