Hateful Memes detection

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf Mission
gptkbp:application content moderation
social media analysis
gptkbp:assesses ROC AUC
gptkbp:challengeOrganizer gptkb:Facebook_AI
gptkbp:field computer vision
natural language processing
gptkbp:firstReleased 2020
gptkbp:goal detect hateful content in memes
https://www.w3.org/2000/01/rdf-schema#label Hateful Memes detection
gptkbp:input image and text
gptkbp:notableCompetitor gptkb:Hateful_Memes_Challenge
gptkbp:notableFor 2020
gptkbp:output binary classification
gptkbp:relatedTo multimodal learning
hate speech detection
gptkbp:trainer gptkb:Facebook_Hateful_Memes_dataset
gptkbp:uses deep learning
transformer models
multimodal fusion
gptkbp:bfsParent gptkb:MMBT
gptkbp:bfsLayer 7