Multilingual named entity recognition based on the BiGRU-CNN-CRF hybrid model.
Maimaiti AyifuWushour SlamuMuhetaer PalidanPublished in: Int. J. Inf. Commun. Technol. (2019)
Keyphrases
- hybrid model
- named entity recognition
- conditional random fields
- information extraction
- named entities
- natural language processing
- maximum entropy
- sequence labeling
- artificial neural networks
- support vector regression
- graphical models
- text summarization
- crf model
- probabilistic model
- annotated corpus
- generative model
- support vector machine svm
- semi supervised
- cross lingual
- relation extraction
- higher order
- random fields
- hidden markov models
- pairwise
- cross language information retrieval
- classifier ensemble
- hybrid models
- maximum entropy classifier
- information retrieval
- question answering
- support vector machine
- neural network
- named entity disambiguation
- markov random field
- text mining
- active learning
- decision trees
- computer vision
- artificial intelligence
- machine learning