Data-Constrained Synthesis of Training Data for De-Identification

Thomas Vakili, Aron Henriksson, Hercules Dalianis

Many sensitive domains -- such as the clinical domain -- lack widely available datasets due to privacy risks. The increasing generative capabilities of large language models (LLMs)…