Skip to content
conftrace_
2025 ICML ICML 2025

Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Bowen Tan, Zheng Xu, Eric Xing, Zhiting Hu, Shanshan Wu

Topics

Machine Learning > Core Methods > Clustering Natural Language Processing > Generation > Text Generation Artificial Intelligence > Core AI > Large Language Models

Keywords

privacy preserving topic model synthetic data conditional generator differentially private fine-tuning dp histogram
Download PDF