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The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes

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Douwe Kiela: Excited to announce the Hateful Memes Challenge, a new dataset and competition for vision and language, focusing on multimodal understanding and reasoning: https://arxiv.org/abs/2005.04790 "Mean" memes shown here as an illustration of the problem. Some highlights: (1/7) https://t.co/afQeLhXKgf

15 replies, 431 likes


Facebook AI: We’re launching the Hateful Memes Challenge, a first-of-its-kind competition hosted by DrivenData with a $100K prize pool. We’re also sharing a new Hateful Memes data set designed to help AI researchers build new systems to identify multimodal hate speech. https://ai.facebook.com/blog/hateful-memes-challenge-and-data-set https://t.co/CKadiDgtRR

13 replies, 352 likes


Yann LeCun: A new dataset and challenge: detecting hateful memes.

9 replies, 180 likes


Devi Parikh: An interesting (and important!) task that - from what we can tell so far - really requires both modalities to do the task well. Challenge with $100k prize money @NeurIPSConf. Starter code: https://github.com/facebookresearch/mmf/tree/master/projects/hateful_memes

0 replies, 26 likes


Thomas Davidson: Looks like an interesting dataset for multimodal hate detection. I'm glad the researchers have paid attention to false positives and potential bias. Paper here: https://arxiv.org/abs/2005.04790

0 replies, 6 likes


Kyunghyun Cho: try your favourite multimodal learning algorithm and see if it can tell whether the meme you saw today on Twitter were fun or hateful!

0 replies, 4 likes


Natalie Kidd: @fatlester This is no doubt something Twitter is working on too. https://arxiv.org/abs/2005.04790?fbclid=IwAR3yo7xJKW-wr6W-8RUMCEkU-NWVEAyoUeSi7wW_IIWxFUO3MMSCqUIWmwI

1 replies, 3 likes


arXiv CS-CL: The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes http://arxiv.org/abs/2005.04790

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Popular ML resources: The most popular ArXiv tweet in the last 24h: https://twitter.com/douwekiela/status/1260242653406302208

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arXiv CS-CL: The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes http://arxiv.org/abs/2005.04790

0 replies, 1 likes


Content

Found on May 12 2020 at https://arxiv.org/pdf/2005.04790.pdf

PDF content of a computer science paper: The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes