Defines an arc-standard transition-based dependency parsing system (Nivre, 2004).
Neural network classifier which powers a transition-based dependency parser.
Defines configuration settings for training and testing the neural-network dependency parser.
Describe the current configuration of a parser (i.e., parser state).
Defines a list of training / testing examples in multi-class classification setting.
This class defines a transition-based dependency parser which makes use of a classifier powered by a neural network.
Defines a transition-based parsing framework for dependency parsing.
Some utility functions for the neural network dependency parser.
Stanford NLP Group