Description
This book introduces how to enhance the context capture ability of the model, improve the position information perception ability of the pretrained models, and identify and denoise the unlabeled entities. The Chinese medical named entity recognition is an important branch of the intelligent medicine, which is beneficial to mine the information hidden in medical texts and provide the medical entity information for clinical medical decision-making and medical classification. Researchers, engineers and post-graduate students in the fields of medicine management and software engineering.
Table of Contents
Introduction.- Theoretical Basis.- Related Existed Models.- Medical Named Entity Recognition Models with the Attention Distraction Mechanism.- Transformer Entity Automatic Extraction Models in Multi-Layer Soft Location Matching Format.- Medical Named Entity Recognition Modelling based on Remote Monitoring and Denoising.
