Titlebook: Health Information Processing; 9th China Health Inf Hua Xu,Qingcai Chen,Zhengxing Huang Conference proceedings 2024 The Editor(s) (if appli

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PEMRC: A Positive Enhanced Machine Reading Comprehension Method for Few-Shot Named Entity Recognitio in identifying the start and end positions of entities under low-resources scenarios. Extensive experimental results on eight benchmark datasets in biomedical domain show that PEMRC significantly improves the performance of few-shot NER.

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Conference proceedings 2024ctober 27–29, 2023. .The 27 full papers included in this book were carefully reviewed and selected from 66 submissions. They were organized in topical sections as follows: healthcare information extraction; healthcare natural language processing; healthcare data mining and applications..

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n results include an extension of many-sorted equational logic to universal quantification over functions, some techniques for handling first order logic, and some structural induction principles. The OBJ language is used for illustration, and initiality is a recurrent theme.