Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning.
Ruijie WangBaoyu LiYichen LuDachun SunJinning LiYuchen YanShengzhong LiuHanghang TongTarek F. AbdelzaherPublished in: ACL (Findings) (2023)
Keyphrases
- prior knowledge
- knowledge acquisition
- learning systems
- learning process
- knowledge base
- learned knowledge
- unsupervised learning
- reasoning process
- machine learning
- background knowledge
- knowledge management
- supervised learning
- labeled and unlabeled data
- semi supervised classification
- subject matter
- learning tasks
- learning mechanisms
- learning algorithm
- semi supervised learning
- training set
- active learning
- domain knowledge
- knowledge representation
- semi supervised
- declarative knowledge
- intelligent behavior
- multiple representations
- positive data
- class labels
- labeled data
- solving problems
- co training
- human experts
- unlabeled data
- domain experts