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stat.ML2025

How Private is Your Attention? Bridging Privacy with In-Context Learning

Soham Bonnerjee, Zhen Wei, Yeon +3

In-context learning (ICL)-the ability of transformer-based models to perform new tasks from examples provided at inference time-has emerged as a hallmark of modern language models.…