Artificial intelligence in medicineHumansData MiningNatural Language ProcessingMachine LearningDatabases
Data Augmentation for Few-Shot Biomedical NER Using ChatGPT.
Wenxuan Mu, Di Zhao, Jiana Meng, Peng Chen, Shichang Sun, Yumeng Yang, Jian Wang, Hongfei Lin
Published: 202610.1016/j.artmed.2025.103314
Abstract
Data Augmentation (DA) aims to create a new dataset to address the lack of data in various domains. Particularly in few-shot scenarios of the biomedical Named Entity Recognition (NER) domain, an effective DA method can enhance data diversity, reduce…
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