Noopur Zambare

Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss

De-identification in the healthcare setting is an application of NLP where automated algorithms are used to remove personally identifying information of patients (and, sometimes, providers). With the recent rise of generative large language models (LLMs), there has been a corresponding rise in the n