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cs.CL2022
CREPE: Can Vision-Language Foundation Models Reason Compositionally?
Zixian Ma, Jerry Hong, Mustafa Omer Gul +3
A fundamental characteristic common to both human vision and natural language is their compositional nature. Yet, despite the performance gains contributed by large vision and lang…
cs.CV2022
Measuring Compositional Consistency for Video Question Answering
Mona Gandhi, Mustafa Omer Gul, Eva Prakash +3
Recent video question answering benchmarks indicate that state-of-the-art models struggle to answer compositional questions. However, it remains unclear which types of compositiona…