Locally Differentially Private In-Context Learning

no code implementations • 7 May 2024 • Chunyan Zheng, Keke Sun, Wenhao Zhao, Haibo Zhou, Lixin Jiang, Shaoyang Song, Chunlai Zhou

Large pretrained language models (LLMs) have shown surprising In-Context Learning (ICL) ability.

In-Context Learning

Two Views of Constrained Differential Privacy: Belief Revision and Update

no code implementations • 1 Mar 2023 • Likang Liu, Keke Sun, Chunlai Zhou, Yuan Feng

Within the framework established in this paper, constrained DP algorithms in the literature can be classified either as belief revision or belief update.

Vocal Bursts Valence Prediction