Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT.
Akshay SmitSaahil JainPranav RajpurkarAnuj PareekAndrew Y. NgMatthew P. LungrenPublished in: EMNLP (1) (2020)
Keyphrases
- active learning
- manual annotation
- inter annotator agreement
- highly accurate
- high quality
- computationally efficient
- learning algorithm
- fully automatic
- semi automatic
- high accuracy
- image segmentation
- information systems
- unsupervised learning
- data driven
- domain specific
- semantic annotation
- expert knowledge
- communication systems
- gene ontology
- automatic annotation
- machine learning
- mechanical turk