edu.stanford.nlp.coref.neural

Class NeuralCorefDataExporter

java.lang.Object

edu.stanford.nlp.coref.neural.NeuralCorefDataExporter

All Implemented Interfaces:

CorefDocumentProcessor

public class NeuralCorefDataExporter
extends java.lang.Object
implements CorefDocumentProcessor

Outputs the CoNLL data for training the neural coreference system (implemented in python/theano). See https://github.com/clarkkev/deep-coref for the training code.

Author:

Kevin Clark

Constructor Summary

Constructors

Constructor and Description
NeuralCorefDataExporter(java.util.Properties props, Dictionaries dictionaries, java.lang.String dataPath, java.lang.String goldClusterPath)

Method Summary

Modifier and Type	Method and Description
static void	exportData(java.lang.String outputPath, CorefProperties.Dataset dataset, java.util.Properties props, Dictionaries dictionaries)
void	finish()
static void	main(java.lang.String[] args) Can be run in one of two ways: java edu.stanford.nlp.coref.neural.NeuralCorefDataExporter coref.properties output.path java edu.stanford.nlp.coref.neural.NeuralCorefDataExporter -props coref.properties -outputPath output.path otherargs...
void	process(int id, Document document)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface edu.stanford.nlp.coref.CorefDocumentProcessor

getName, run, run, runFromScratch

Constructor Detail

NeuralCorefDataExporter

public NeuralCorefDataExporter(java.util.Properties props,
                               Dictionaries dictionaries,
                               java.lang.String dataPath,
                               java.lang.String goldClusterPath)

Method Detail

process

public void process(int id,
                    Document document)

Specified by:

process in interface CorefDocumentProcessor

finish

public void finish()
            throws java.lang.Exception

Specified by:

finish in interface CorefDocumentProcessor

Throws:

java.lang.Exception

exportData

public static void exportData(java.lang.String outputPath,
                              CorefProperties.Dataset dataset,
                              java.util.Properties props,
                              Dictionaries dictionaries)
                       throws java.lang.Exception

Throws:

java.lang.Exception

main

public static void main(java.lang.String[] args)
                 throws java.lang.Exception

Can be run in one of two ways:
java edu.stanford.nlp.coref.neural.NeuralCorefDataExporter coref.properties output.path
java edu.stanford.nlp.coref.neural.NeuralCorefDataExporter -props coref.properties -outputPath output.path otherargs...
The first formulation is for backwards compatibility with the documentation in clarkkev/deep-coref.

Throws:

java.lang.Exception