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COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs
Neural Information Processing Systems
Despite their demonstrated utility for NLP, multimodal counterfactual examples have been relatively unexplored due to the difficulty of creating paired image-text data with minimal counterfactual changes. To address this challenge, we introduce a scalable framework for automatic generation of counterfactual examples using text-to-image diffusion models.
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