edu.stanford.nlp.coref.statistical

Class StatisticalCorefAlgorithm

java.lang.Object

edu.stanford.nlp.coref.statistical.StatisticalCorefAlgorithm

All Implemented Interfaces:

CorefAlgorithm

public class StatisticalCorefAlgorithm
extends java.lang.Object
implements CorefAlgorithm

Does best-first coreference resolution by linking each mention to its highest scoring candidate antecedent if that score is above a threshold. The model is described in Kevin Clark and Christopher D. Manning. 2015. Entity-Centric Coreference Resolution with Model Stacking. In Association for Computational Linguistics. See StatisticalCorefTrainer for training a new model.

Author:

Kevin Clark

Constructor Summary

Constructors

Constructor and Description
StatisticalCorefAlgorithm(java.util.Properties props, Dictionaries dictionaries)
StatisticalCorefAlgorithm(java.util.Properties props, Dictionaries dictionaries, java.lang.String wordCountsFile, java.lang.String modelFile, int maxMentionDistance, int maxMentionDistanceWithStringMatch, double threshold)
StatisticalCorefAlgorithm(java.util.Properties props, Dictionaries dictionaries, java.lang.String wordCountsFile, java.lang.String modelPath, int maxMentionDistance, int maxMentionDistanceWithStringMatch, double[] thresholds)

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

StatisticalCorefAlgorithm

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

StatisticalCorefAlgorithm

public StatisticalCorefAlgorithm(java.util.Properties props,
                                 Dictionaries dictionaries,
                                 java.lang.String wordCountsFile,
                                 java.lang.String modelFile,
                                 int maxMentionDistance,
                                 int maxMentionDistanceWithStringMatch,
                                 double threshold)

StatisticalCorefAlgorithm

public StatisticalCorefAlgorithm(java.util.Properties props,
                                 Dictionaries dictionaries,
                                 java.lang.String wordCountsFile,
                                 java.lang.String modelPath,
                                 int maxMentionDistance,
                                 int maxMentionDistanceWithStringMatch,
                                 double[] thresholds)

Method Detail

runCoref

public void runCoref(Document document)

Specified by:

runCoref in interface CorefAlgorithm