Uncertainty-guided Mutual Consistency Training for Semi-supervised Biomedical Relation Extraction.
Bing MaoChang JiaYucheng HuangKai HeJialun WuTieliang GongChen LiPublished in: BIBM (2022)
Keyphrases
- relation extraction
- semi supervised
- information extraction
- named entity recognition
- entity extraction
- manually annotated
- automatic extraction
- named entities
- weakly supervised
- supervised learning
- semantic relations
- domain specific
- dependency trees
- text mining
- semantic role labeling
- natural language processing
- semantic features
- annotated corpus
- training set
- question answering
- parse tree
- machine learning
- active learning
- broad coverage
- tree kernels
- unlabeled data
- semi supervised learning
- unsupervised learning
- general purpose
- labeled data
- pairwise
- training data
- feature selection
- learning algorithm