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RESEARCH27

CFMS: Towards Explainable and Fine-Grained Chinese Multimodal Sarcasm Detection Benchmark

arXiv CS.CLΒ·April 21, 2026

CFMS introduces the first fine-grained Chinese multimodal sarcasm detection benchmark, comprising 2,796 image-text pairs with triple-level annotations. This dataset aims to improve AI's fine-grained semantic understanding and metaphoric reasoning, addressing limitations in existing benchmarks.

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