Training recurrent neural networks to learn lexical encoding and thematic role assignment in parsing Mandarin Chinese sentences.
Tung-Bo ChenKoong H. C. LinVon-Wun SooPublished in: Neurocomputing (1997)
Keyphrases
- recurrent neural networks
- role assignment
- echo state networks
- recurrent networks
- feedforward neural networks
- parse tree
- linguistic analysis
- natural language
- syntactic categories
- natural language processing
- neural network
- feed forward
- lexical features
- syntactic structures
- artificial neural networks
- syntactic features
- hidden layer
- syntactic analysis
- access control
- reservoir computing
- feed forward neural networks
- semantic analysis
- neural model
- natural language sentences
- dependency parsing
- highly ambiguous
- semantic roles
- nonlinear dynamic systems
- syntactic information
- semantic relations
- machine learning
- learning algorithm
- penn treebank
- wordnet
- word frequency
- multi layer perceptron
- context free
- semantic role labeling
- multi document summarization
- context sensitive
- semantic parsing
- expert systems
- natural language text
- context free grammars
- cascade correlation