Multi-Instance Active Learning for Relation Extraction.
Meilin CaoJiqiong JiangJing ZhangPublished in: ICTAI (2022)
Keyphrases
- relation extraction
- multi instance
- active learning
- semi supervised learning
- automatic extraction
- information extraction
- named entities
- real valued
- semi supervised
- semantic relations
- named entity recognition
- class imbalance
- multi label
- labeled data
- domain specific
- question answering
- semantic features
- machine learning
- supervised learning
- learning algorithm
- cost sensitive
- object segmentation
- training examples
- multi class
- binary classification
- unlabeled data
- natural language processing
- relevance feedback
- information retrieval
- transfer learning
- metric learning
- training set
- data mining
- learning process
- text mining
- higher order
- text categorization