Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning.
Tianyi LiuXinsong ZhangWanhao ZhouWeijia JiaPublished in: CoRR (2018)
Keyphrases
- noise reduction
- transfer learning
- relation extraction
- semantic role labeling
- parse tree
- information extraction
- automatic extraction
- learning tasks
- named entities
- knowledge transfer
- semantic features
- signal to noise ratio
- domain specific
- question answering
- text classification
- semantic relations
- active learning
- collaborative filtering
- machine learning
- reinforcement learning
- labeled data
- text mining
- natural language
- named entity recognition
- edge detection
- domain adaptation
- cross domain
- semi supervised learning
- machine learning algorithms
- text categorization
- unlabeled data
- image processing
- artificial intelligence
- conditional random fields
- unsupervised learning
- general purpose
- natural language processing
- semi supervised
- feature space
- feature extraction
- learning algorithm
- information retrieval