The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

Authors: Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine

https://arxiv.org/abs/2005.04790

Paper on how they constructed their 10k meme set.

Phase 1: Filtering

Phase 2: Meme Construction

Phase 3: Hatefulness rating

Phase 4: Benign confounders

17 pages in the pdf