A Survey on Recent Advances in Named Entity Recognition from Deep Learning models.
Vikas YadavSteven BethardPublished in: COLING (2018)
Keyphrases
- recent advances
- learning models
- named entity recognition
- conditional random fields
- information extraction
- named entities
- natural language processing
- semi supervised
- text summarization
- semi supervised learning
- maximum entropy
- machine learning
- loss function
- probabilistic model
- hidden markov models
- classification models
- graphical models
- learning algorithm
- learning problems
- higher order
- machine learning algorithms
- markov random field
- pairwise
- learning tasks
- supervised learning
- segmentation method
- decision trees
- feature selection
- information retrieval