Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics.
Miao ChenGanhui LanFang DuVictor S. LobanovPublished in: ClinicalNLP@EMNLP (2020)
Keyphrases
- named entity recognition
- relation extraction
- information extraction
- named entities
- annotated corpus
- automatic extraction
- semi supervised
- text summarization
- natural language processing
- unsupervised learning
- prior knowledge
- semantic role labeling
- domain specific
- reference resolution
- learning process
- active learning
- maximum entropy
- bayesian networks
- feature extraction
- pre trained
- named entity recognizer
- data mining
- semantic relations
- supervised learning
- reinforcement learning
- training data
- knowledge base
- information retrieval