F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media.
Hangfeng HeXu SunPublished in: CoRR (2016)
Keyphrases
- named entity recognition
- max margin
- conditional random fields
- text summarization
- information extraction
- named entities
- natural language processing
- structured prediction
- graphical models
- probabilistic model
- multi class
- maximum entropy
- markov random field
- markov networks
- higher order
- latent variables
- hidden markov models
- maximum margin
- semi supervised
- pairwise
- generative model
- approximate inference
- segmentation method
- expert systems
- multi label
- graph cuts
- question answering
- visual concepts