A Survey on Deep Learning for Named Entity Recognition.
Jing LiAixin SunJianglei HanChenliang LiPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- deep learning
- named entity recognition
- information extraction
- named entities
- natural language processing
- unsupervised learning
- weakly supervised
- semi supervised
- machine learning
- relation extraction
- maximum entropy
- conditional random fields
- text summarization
- classifier ensemble
- mental models
- data sets
- annotated corpus
- information retrieval
- model selection
- co occurrence
- active learning
- prior knowledge
- expert systems
- data analysis
- pattern recognition
- feature selection
- artificial intelligence