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Enhancing PICOS Information Extraction with UIE and ERNIE-Health

  • Lei Zhang,
  • Wei Tian,
  • Yuan Zheng,
  • Yue Jian

摘要

In the vast sea of medical papers lie numerous crucial pieces of information. Faced with the challenge of unstructured medical literature, it becomes a formidable task to automatically extract the necessary key information. In this paper, we delve into the CHIP2023 evaluation task 5, utilizing UIE and ERNIE-Health to accomplish the extraction of PICOS key information from medical papers. Our results indicate that the framework we propose has achieved commendable performance.