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- W4385572212 abstract "It is common sense that one should prefer to eat a salad with a fork rather than with a chainsaw. However, for eating a bowl of rice, the choice between a fork and a pair of chopsticks is culturally relative. We introduce FORK, a small, manually-curated set of CommonsenseQA-style questions for probing cultural biases and assumptions present in commonsense reasoning systems, with a specific focus on food-related customs. We test several CommonsenseQA systems on FORK, and while we see high performance on questions about the US culture, the poor performance of these systems on questions about non-US cultures highlights systematic cultural assumptions aligned with US over non-US cultures." @default.
- W4385572212 created "2023-08-05" @default.
- W4385572212 creator A5056768907 @default.
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- W4385572212 date "2023-01-01" @default.
- W4385572212 modified "2023-10-18" @default.
- W4385572212 title "FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning Models" @default.
- W4385572212 doi "https://doi.org/10.18653/v1/2023.findings-acl.631" @default.
- W4385572212 hasPublicationYear "2023" @default.
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