paper-with-me

MaRVL

Multicultural Reasoning over Vision and Language

홈페이지 · 논문 29편

Multicultural Reasoning over Vision and Language (MaRVL) is a dataset based on an ImageNet-style hierarchy representative of many languages and cultures (Indonesian, Mandarin Chinese, Swahili, Tamil, and Turkish). The selection of both concepts and images is entirely driven by native speakers. Afterwards, we elicit statements from native speakers about pairs of images. The task consists in discriminating whether each grounded statement is true or false.

ImagesTexts ChineseIndonesianTamilTurkishSwahili

벤치마크

Zero-Shot Cross-Lingual Transfer on MaRVL 결과 4개