Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385767874> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W4385767874 abstract "Recent studies have proposed models that yielded promising performance for the hateful meme classification task. Nevertheless, these proposed models do not generate interpretable explanations that uncover the underlying meaning and support the classification output. A major reason for the lack of explainable hateful meme methods is the absence of a hateful meme dataset that contains ground truth explanations for benchmarking or training. Intuitively, having such explanations can educate and assist content moderators in interpreting and removing flagged hateful memes. This paper address this research gap by introducing Hateful meme with Reasons Dataset (HatReD), which is a new multimodal hateful meme dataset annotated with the underlying hateful contextual reasons. We also define a new conditional generation task that aims to automatically generate underlying reasons to explain hateful memes and establish the baseline performance of state-of-the-art pre-trained language models on this task. We further demonstrate the usefulness of HatReD by analyzing the challenges of the new conditional generation task in explaining memes in seen and unseen domains. The dataset and benchmark models are made available here: https://github.com/Social-AI-Studio/HatRed" @default.
- W4385767874 created "2023-08-12" @default.
- W4385767874 creator A5045458136 @default.
- W4385767874 creator A5074674139 @default.
- W4385767874 creator A5089793938 @default.
- W4385767874 date "2023-08-01" @default.
- W4385767874 modified "2023-09-28" @default.
- W4385767874 title "Decoding the Underlying Meaning of Multimodal Hateful Memes" @default.
- W4385767874 doi "https://doi.org/10.24963/ijcai.2023/665" @default.
- W4385767874 hasPublicationYear "2023" @default.
- W4385767874 type Work @default.
- W4385767874 citedByCount "0" @default.
- W4385767874 crossrefType "proceedings-article" @default.
- W4385767874 hasAuthorship W4385767874A5045458136 @default.
- W4385767874 hasAuthorship W4385767874A5074674139 @default.
- W4385767874 hasAuthorship W4385767874A5089793938 @default.
- W4385767874 hasBestOaLocation W43857678741 @default.
- W4385767874 hasConcept C13280743 @default.
- W4385767874 hasConcept C144133560 @default.
- W4385767874 hasConcept C154945302 @default.
- W4385767874 hasConcept C15744967 @default.
- W4385767874 hasConcept C162324750 @default.
- W4385767874 hasConcept C162853370 @default.
- W4385767874 hasConcept C17744445 @default.
- W4385767874 hasConcept C185798385 @default.
- W4385767874 hasConcept C187736073 @default.
- W4385767874 hasConcept C199539241 @default.
- W4385767874 hasConcept C204321447 @default.
- W4385767874 hasConcept C205649164 @default.
- W4385767874 hasConcept C2780451532 @default.
- W4385767874 hasConcept C2780617971 @default.
- W4385767874 hasConcept C2780876879 @default.
- W4385767874 hasConcept C41008148 @default.
- W4385767874 hasConcept C542102704 @default.
- W4385767874 hasConcept C86251818 @default.
- W4385767874 hasConcept C94625758 @default.
- W4385767874 hasConceptScore W4385767874C13280743 @default.
- W4385767874 hasConceptScore W4385767874C144133560 @default.
- W4385767874 hasConceptScore W4385767874C154945302 @default.
- W4385767874 hasConceptScore W4385767874C15744967 @default.
- W4385767874 hasConceptScore W4385767874C162324750 @default.
- W4385767874 hasConceptScore W4385767874C162853370 @default.
- W4385767874 hasConceptScore W4385767874C17744445 @default.
- W4385767874 hasConceptScore W4385767874C185798385 @default.
- W4385767874 hasConceptScore W4385767874C187736073 @default.
- W4385767874 hasConceptScore W4385767874C199539241 @default.
- W4385767874 hasConceptScore W4385767874C204321447 @default.
- W4385767874 hasConceptScore W4385767874C205649164 @default.
- W4385767874 hasConceptScore W4385767874C2780451532 @default.
- W4385767874 hasConceptScore W4385767874C2780617971 @default.
- W4385767874 hasConceptScore W4385767874C2780876879 @default.
- W4385767874 hasConceptScore W4385767874C41008148 @default.
- W4385767874 hasConceptScore W4385767874C542102704 @default.
- W4385767874 hasConceptScore W4385767874C86251818 @default.
- W4385767874 hasConceptScore W4385767874C94625758 @default.
- W4385767874 hasLocation W43857678741 @default.
- W4385767874 hasLocation W43857678742 @default.
- W4385767874 hasOpenAccess W4385767874 @default.
- W4385767874 hasPrimaryLocation W43857678741 @default.
- W4385767874 hasRelatedWork W2099788234 @default.
- W4385767874 hasRelatedWork W2155213617 @default.
- W4385767874 hasRelatedWork W2324450280 @default.
- W4385767874 hasRelatedWork W2373994752 @default.
- W4385767874 hasRelatedWork W2376294321 @default.
- W4385767874 hasRelatedWork W3011253003 @default.
- W4385767874 hasRelatedWork W4200610525 @default.
- W4385767874 hasRelatedWork W4226048346 @default.
- W4385767874 hasRelatedWork W4285196775 @default.
- W4385767874 hasRelatedWork W4323520177 @default.
- W4385767874 isParatext "false" @default.
- W4385767874 isRetracted "false" @default.
- W4385767874 workType "article" @default.