Unsupervised and Lightly Supervised Part-of-Speech Tagging Using Recurrent Neural Networks.
Othman ZennakiNasredine SemmarLaurent BesacierPublished in: PACLIC (2015)
Keyphrases
- recurrent neural networks
- unsupervised learning
- unsupervised methods
- semi supervised
- supervised learning
- word sense induction
- supervised methods
- supervised training
- supervised classification
- discriminant projection
- recurrent networks
- neural network
- unsupervised feature selection
- feed forward
- reservoir computing
- weakly supervised
- artificial neural networks
- cascade correlation
- pos tagging
- complex valued
- named entity recognition
- machine learning
- feedforward neural networks
- echo state networks
- nonlinear dynamic systems
- natural language processing
- long short term memory
- morphological analysis
- supervised and semi supervised
- chinese word segmentation
- learning algorithm
- pos taggers
- labeled data
- neural models
- dependency parsing
- neural model
- feature selection
- artificial intelligence