edu.stanford.nlp.coref.fastneural

Class FastNeuralCorefAlgorithm

java.lang.Object

edu.stanford.nlp.coref.fastneural.FastNeuralCorefAlgorithm

All Implemented Interfaces:

CorefAlgorithm

public class FastNeuralCorefAlgorithm
extends java.lang.Object
implements CorefAlgorithm

Neural mention-ranking coreference model. Similar to the one in Kevin Clark and Christopher D. Manning. 2016. Deep Reinforcement Learning for Mention-Ranking Coreference Models. In Empirical Methods on Natural Language Processing. However, this network is smaller and trained on additional data, so it is more robust to different domains and faster to run.

Author:

Kevin Clark

Constructor Summary

Constructors

Constructor and Description
FastNeuralCorefAlgorithm(java.util.Properties props, Dictionaries dictionaries)

Method Summary

Modifier and Type	Method and Description
void	runCoref(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.CorefAlgorithm

fromProps

Constructor Detail

FastNeuralCorefAlgorithm

public FastNeuralCorefAlgorithm(java.util.Properties props,
                                Dictionaries dictionaries)

Method Detail

runCoref

public void runCoref(Document document)

Specified by:

runCoref in interface CorefAlgorithm