A Bi-LSTM-RNN Model for Relation Classification Using Low-Cost Sequence Features.
Fei LiMeishan ZhangGuohong FuTao QianDonghong JiPublished in: CoRR (2016)
Keyphrases
- classification models
- low cost
- classification method
- feature vectors
- classification algorithm
- computational model
- benchmark datasets
- feature set
- probabilistic model
- data sets
- probability distribution
- classification accuracy
- prior knowledge
- pattern recognition
- support vector
- objective function
- learning models
- feature extraction
- input data
- recurrent neural networks
- em algorithm
- temporal sequences
- real time
- machine learning
- genetic algorithm
- mathematical model
- learning algorithm
- feature selection
- model selection
- data analysis
- text classification
- high level
- support vector machine
- low level