de.datexis.ner

Class GenericMentionAnnotator

java.lang.Object

de.datexis.annotator.Annotator

de.datexis.ner.MentionAnnotator

de.datexis.ner.GenericMentionAnnotator

public class GenericMentionAnnotator
extends MentionAnnotator

A generic Named Entity Mention Annotator with language detection. Uses pre-trained models for German and English.

Author:

Sebastian Arnold

Nested Class Summary

Nested classes/interfaces inherited from class de.datexis.ner.MentionAnnotator

MentionAnnotator.Builder

Field Summary

Fields

Modifier and Type	Field and Description
protected static org.slf4j.Logger	log

Fields inherited from class de.datexis.ner.MentionAnnotator

bestModel

Fields inherited from class de.datexis.annotator.Annotator

components, it, provenance, tagger

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	GenericMentionAnnotator() Please use GenericMentionAnnotator().create()

Method Summary

Modifier and Type	Method and Description
void	annotate(Collection<Document> docs) Annotates given documents for English and German texts.
static MentionAnnotator	create() Returns a generic Named Entity Mention Annotator with language detection.

Methods inherited from class de.datexis.ner.MentionAnnotator

createAnnotations, createTags, getTagger, toString, trainModel, trainModel, trainModel, trainModel, trainModelEarlyStopping, writeBestModel

Methods inherited from class de.datexis.annotator.Annotator

addComponent, annotate, annotate, annotate, createDataset, createDocument, getComponent, getProvenance, isModelAvailable, isModelAvailableInChildren, readModel, trainModel, writeComponents, writeHTML, writeModel, writeModel, writeTestLog, writeTrainLog

Methods inherited from class java.lang.Object

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

Field Detail

log

protected static final org.slf4j.Logger log

Constructor Detail

GenericMentionAnnotator

protected GenericMentionAnnotator()
                           throws IOException

Please use GenericMentionAnnotator().create()

Throws:

IOException

Method Detail

create

public static MentionAnnotator create()

Returns a generic Named Entity Mention Annotator with language detection. It uses pre-trained models for German and English.

annotate

public void annotate(Collection<Document> docs)

Annotates given documents for English and German texts.

Overrides:

annotate in class MentionAnnotator