Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition.
Russell RichieVictor M. RuizSifei HanLingyun ShiFuchiang (Rich) TsuiPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- named entity recognition
- multi label
- multi task
- learning tasks
- information extraction
- named entities
- multitask learning
- natural language processing
- multi task learning
- text categorization
- semi supervised
- maximum entropy
- learning problems
- conditional random fields
- graph cuts
- image classification
- image annotation
- class labels
- text classification
- multi class
- transfer learning
- supervised learning
- gaussian processes
- maximum margin
- machine learning
- feature selection
- semi supervised learning
- unsupervised learning
- learning algorithm
- knowledge discovery
- pairwise
- training data
- artificial intelligence
- information retrieval
- max margin
- data sets