F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media.
Hangfeng HeXu SunPublished in: EACL (2) (2017)
Keyphrases
- named entity recognition
- max margin
- conditional random fields
- text summarization
- information extraction
- structured prediction
- named entities
- natural language processing
- maximum entropy
- multi class
- graphical models
- markov networks
- maximum margin
- latent variables
- probabilistic model
- multi label
- markov random field
- higher order
- hidden markov models
- generative model
- semi supervised
- support vector machine
- question answering
- pairwise
- approximate inference
- decision trees
- object recognition
- machine learning
- data mining
- training data
- reinforcement learning
- knn
- text mining
- unsupervised learning