Improving the recall of biomedical named entity recognition with label re-correction and knowledge distillation

Abstract Background Biomedical named entity recognition is one of the most essential tasks in biomedical information extraction.Previous studies suffer from inadequate annotated datasets, especially the limited knowledge contained in them.Methods To remedy the above issue, we propose a novel Biomedical Named Entity Recognition (BioNER) framework wi

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Experimental Investigations of Biological Lubrication at the Nanoscale: The Cases of Synovial Joints and the Oral Cavity

Interactions between surfaces are ubiquitous phenomena in living organisms.Nature has developed sophisticated strategies for lubricating these systems, increasing their efficiency and life span.This includes the use of water-based lubricants, such as saliva and synovial fluid.These fluids overcome the limitations of water as a lubricant Beds by the

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