most citedOn the Relation between Sensitivity and Accuracy in In-context Learning

6 citations · 9 across the 2 of their papers we have counts for

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cs.CL2022★ 6 cited

On the Relation between Sensitivity and Accuracy in In-context Learning

Yanda Chen, Chen Zhao, Zhou Yu +2

In-context learning (ICL) suffers from oversensitivity to the prompt, making it unreliable in real-world scenarios. We study the sensitivity of ICL with respect to multiple perturb…