Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning.
Tianyi LiuXinsong ZhangWanhao ZhouWeijia JiaPublished in: EMNLP (2018)
Keyphrases
- noise reduction
- transfer learning
- relation extraction
- semantic role labeling
- parse tree
- automatic extraction
- information extraction
- named entities
- signal to noise ratio
- semantic relations
- learning tasks
- domain specific
- knowledge transfer
- question answering
- semantic features
- machine learning
- labeled data
- cross domain
- edge detection
- reinforcement learning
- text classification
- collaborative filtering
- named entity recognition
- domain adaptation
- active learning
- text mining
- text categorization
- natural language
- semi supervised learning
- target domain
- machine learning algorithms
- cross lingual
- knowledge discovery
- maximum likelihood
- data sets