Disambiguating named entities with deep supervised learning via crowd labels.
Le-kui ZhouSiliang TangJun XiaoFei WuYueting ZhuangPublished in: Frontiers Inf. Technol. Electron. Eng. (2017)
Keyphrases
- named entities
- supervised learning
- unsupervised learning
- class labels
- training examples
- training data
- semantic classes
- training set
- named entity recognition
- named entity extraction
- co occurrence
- information extraction
- relation extraction
- natural language processing
- learning algorithm
- semi supervised learning
- semi supervised
- chinese named entity recognition
- text mining
- news corpus
- contextual features
- question answering
- active learning
- multi label
- pairwise
- text corpus
- annotated corpus
- weakly supervised
- noun phrases
- reinforcement learning
- global context
- computer vision
- pattern recognition
- web news
- person names
- information retrieval
- data sets
- wordnet
- probabilistic model
- unlabeled data
- personal names
- conditional dependencies