An evaluation of five VLMs on culturally-prompted multimodal story generation finds measurable cultural adaptation alongside metric bias and inverse alignment in some models.
Extrinsic evaluation of cultural competence in large language models
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Toward Socially Aware Vision-Language Models: Evaluating Cultural Competence Through Multimodal Story Generation
An evaluation of five VLMs on culturally-prompted multimodal story generation finds measurable cultural adaptation alongside metric bias and inverse alignment in some models.