technique

figurative language detection

techniqueactiveprovisionalfigurative-language-detection-3420a235·1 events·first seen 15d ago

Aliases: figurative language detection

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suicide meme content moderation multimodal classification models FigSIM

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stance detection image-semantic guided poetry detection modern Chinese poetry AI detection false-premise detection hate speech detection Paraphrase Judgment Natural Language Inference symbolic meta-verification symbolic attention heads contrastive semantic alignment language-adaptive switch vision-language grounding

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5arXiv · cs.CL·15d ago·source ↗

FigSIM: Dataset for Fine-grained Suicide Severity and Figurative Language in Suicide Memes

FigSIM is the first annotated dataset for analyzing suicide memes, comprising 1,049 memes labeled for suicide severity levels, figurative language phenomena, and suicide-related content categories. The authors benchmark 16 unimodal and multimodal models across three classification tasks. Key findings include systematic underprediction of high-severity cases, particularly for figurative memes, highlighting challenges for automated content moderation. The dataset is publicly released to support future research.

Evaluation and Benchmarking AI Safety Research suicide meme content moderation figurative language detection multimodal classification models +2 more