The creation of datasets to train SOTA models for BioNER is a painfully slow and expensive process. This paper addresses key limitations of expensive, slowly-produced human-annotated datasets by introducing a novel approach that uses GPT to cheaply and automatically annotate BioNER training sets.
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Interoperability is the ability to share information across time and space from multiple devices, sources, and organizations. This paper is a literature review of interoperability efforts in healthcare from 2010 to 2023 in the U.S. and abroad.