A Novel Approach for Relation Extraction with Few Labeled Data.
Xiaobin WangYu HongJianmin YaoQiaoming ZhuGuodong ZhouPublished in: SMP (2016)
Keyphrases
- relation extraction
- labeled data
- semi supervised
- unlabeled data
- semi supervised learning
- information extraction
- automatic extraction
- named entity recognition
- named entities
- text classification
- semantic relations
- domain specific
- supervised learning
- active learning
- training data
- semantic features
- domain adaptation
- weakly supervised
- transfer learning
- question answering
- data points
- learning algorithm
- background knowledge
- co training
- prior knowledge
- feature selection
- data sets
- supervised methods
- maximum entropy
- unsupervised learning
- text mining
- pairwise
- object recognition
- reinforcement learning
- search engine
- artificial intelligence