Incorporating Human Knowledge in Neural Relation Extraction with Reinforcement Learning.
Bing LiuGuilin QiLu PanShangfu DuanTianxing WuPublished in: IJCNN (2019)
Keyphrases
- relation extraction
- human knowledge
- reinforcement learning
- automatic extraction
- information extraction
- named entities
- domain specific
- semantic relations
- semantic role labeling
- question answering
- semantic features
- dependency trees
- natural language text
- broad coverage
- named entity recognition
- learning algorithm
- human activities
- tree kernels
- machine learning
- general purpose
- visual information
- conditional random fields
- natural language processing
- supervised learning
- knowledge representation
- training data