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Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level

Larger language models have higher accu- racy on average, but are they better on ev- ery single instance (datapoint)?

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Cite this as

Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt (2024). Dataset: Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level. https://doi.org/10.57702/34bmylpg

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Additional Info

Field	Value
Created	December 17, 2024
Last update	December 17, 2024
Defined In	https://doi.org/10.48550/arXiv.2105.06020
Author	Ruiqi Zhong
More Authors	Dhruba Ghosh Dan Klein Jacob Steinhardt
Homepage	https://github.com/ruiqi-zhong/acl2021-instance-level