Meaningful Clusterings of Recurrent Neural Network Activations for NLP.
Mihai PomarlanJohn A. BatemanPublished in: MIKE (2018)
Keyphrases
- recurrent neural networks
- natural language processing
- neural network
- complex valued
- feed forward
- reservoir computing
- recurrent networks
- clustering algorithm
- information extraction
- feedforward neural networks
- natural language
- hidden layer
- echo state networks
- artificial neural networks
- machine translation
- nonlinear dynamic systems
- neural model
- question answering
- neural network structure
- long short term memory
- data clustering
- hierarchical clustering
- cluster analysis
- text mining
- data points
- probabilistic model
- field of natural language processing
- real time
- k means
- training data
- artificial intelligence