BERT model-based medical text understanding method and system
A text and model technology, applied in the field of text processing, can solve problems such as high cost of labeling, lack of large-scale text data sets in the medical field, and less labeled data
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[0095] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0096] By using the medical text generation technology based on text copy to generate large-scale medical field text data, and using the generated medical field text data to train the medical text entity recognition model, the trained medical text entity recognition model can be used to process the Medical text is used for entity recognition; and the rule-based information extraction method is used to extract the semantics of medical text entities, and the understanding of medical texts is realized according to the extracted semantic information. refer to figure 1 As shown, it is a schematic diagram of a BERT model-based medical text understanding method provided by an embodiment of the present invention.
[0097] In this embodiment, the medical text understanding method based on the BERT model includes:
[0098] S1...
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