A Deep Learning Based Reasoner for Global Consistency in Named Entity Recognition.
Xiaoxiao YinRuifang LiuDaqi ZhengZhengdong LuPublished in: ICNC-FSKD (2019)
Keyphrases
- global consistency
- deep learning
- named entity recognition
- consistency checking
- named entities
- information extraction
- natural language processing
- unsupervised learning
- semi supervised
- weakly supervised
- maximum entropy
- relation extraction
- conditional random fields
- text summarization
- machine learning
- temporal constraints
- path consistency
- query answering
- temporal reasoning
- mental models
- knowledge base
- decision trees
- domain specific
- text mining
- supervised learning
- computer vision