diff --git a/inception/inception-project-initializers-wikidatalinking/pom.xml b/inception/inception-project-initializers-wikidatalinking/pom.xml index 5295034ae2b..0de82b02346 100644 --- a/inception/inception-project-initializers-wikidatalinking/pom.xml +++ b/inception/inception-project-initializers-wikidatalinking/pom.xml @@ -53,6 +53,10 @@ de.tudarmstadt.ukp.inception.app inception-imls-stringmatch + + de.tudarmstadt.ukp.inception.app + inception-imls-opennlp + de.tudarmstadt.ukp.inception.app inception-kb diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityAnnotationProjectInitializer.java b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityAnnotationProjectInitializer.java new file mode 100644 index 00000000000..3ea7c0004f4 --- /dev/null +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityAnnotationProjectInitializer.java @@ -0,0 +1,113 @@ +/* + * Licensed to the Technische Universität Darmstadt under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The Technische Universität Darmstadt + * licenses this file to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking; + +import java.io.IOException; +import java.lang.invoke.MethodHandles; +import java.util.ArrayList; +import java.util.List; +import java.util.Optional; + +import org.apache.wicket.request.resource.PackageResourceReference; +import org.apache.wicket.request.resource.ResourceReference; +import org.springframework.context.ApplicationContext; +import org.springframework.core.annotation.Order; + +import de.tudarmstadt.ukp.clarin.webanno.model.Project; +import de.tudarmstadt.ukp.clarin.webanno.project.initializers.NamedEntityLayerInitializer; +import de.tudarmstadt.ukp.clarin.webanno.project.initializers.QuickProjectInitializer; +import de.tudarmstadt.ukp.dkpro.core.api.ner.type.NamedEntity; +import de.tudarmstadt.ukp.inception.project.api.ProjectInitializer; +import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.config.WikiDataLinkingProjectInitializersAutoConfiguration; +import de.tudarmstadt.ukp.inception.schema.api.AnnotationSchemaService; +import de.tudarmstadt.ukp.inception.support.wicket.resource.Strings; + +/** + *

+ * This class is exposed as a Spring Component via + * {@link WikiDataLinkingProjectInitializersAutoConfiguration#entityAnnotationProjectInitializer}. + *

+ */ +@Order(4900) +public class EntityAnnotationProjectInitializer + implements QuickProjectInitializer +{ + private static final PackageResourceReference THUMBNAIL = new PackageResourceReference( + MethodHandles.lookup().lookupClass(), "EntityAnnotationProjectInitializer.svg"); + + private final AnnotationSchemaService annotationService; + private final ApplicationContext context; + + public EntityAnnotationProjectInitializer(ApplicationContext aContext, + AnnotationSchemaService aAnnotationService) + { + context = aContext; + annotationService = aAnnotationService; + } + + @Override + public String getName() + { + return "Entity annotation"; + } + + @Override + public Optional getDescription() + { + return Optional.of(Strings.getString("entity-annotation-project.description")); + } + + @Override + public Optional getThumbnail() + { + return Optional.of(THUMBNAIL); + } + + @Override + public boolean alreadyApplied(Project aProject) + { + return false; + } + + @Override + public List> getDependencies() + { + var dependencies = new ArrayList>(); + dependencies.add(NamedEntityLayerInitializer.class); + + if (context.getBeanNamesForType(NamedEntityStringRecommenderInitializer.class).length > 0) { + dependencies.add(NamedEntityStringRecommenderInitializer.class); + } + + if (context.getBeanNamesForType( + NamedEntitySequenceClassifierRecommenderInitializer.class).length > 0) { + dependencies.add(NamedEntitySequenceClassifierRecommenderInitializer.class); + } + + return dependencies; + } + + @Override + public void configure(Project aProject) throws IOException + { + var layer = annotationService.findLayer(aProject, NamedEntity.class.getName()); + var valueFeature = annotationService.getFeature(NamedEntity._FeatName_value, layer); + valueFeature.setEnabled(false); + annotationService.createFeature(valueFeature); + } +} diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityAnnotationProjectInitializer.svg b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityAnnotationProjectInitializer.svg new file mode 100644 index 00000000000..bab7e22df4e --- /dev/null +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityAnnotationProjectInitializer.svg @@ -0,0 +1,1118 @@ + + + + + +PERORGLOCOTHGPEDATEMONEYNUM diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityLinkingProjectInitializer.java b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityLinkingProjectInitializer.java index ed11ca995a2..3fd72586f29 100644 --- a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityLinkingProjectInitializer.java +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/EntityLinkingProjectInitializer.java @@ -28,8 +28,6 @@ import org.springframework.context.ApplicationContext; import org.springframework.core.annotation.Order; -import de.tudarmstadt.ukp.clarin.webanno.model.AnnotationFeature; -import de.tudarmstadt.ukp.clarin.webanno.model.AnnotationLayer; import de.tudarmstadt.ukp.clarin.webanno.model.Project; import de.tudarmstadt.ukp.clarin.webanno.project.initializers.NamedEntityLayerInitializer; import de.tudarmstadt.ukp.clarin.webanno.project.initializers.QuickProjectInitializer; @@ -90,7 +88,7 @@ public boolean alreadyApplied(Project aProject) @Override public List> getDependencies() { - List> dependencies = new ArrayList<>(); + var dependencies = new ArrayList>(); dependencies.add(NamedEntityLayerInitializer.class); dependencies.add(NamedEntityIdentifierFeatureInitializer.class); dependencies.add(WikiDataKnowledgeBaseInitializer.class); @@ -106,9 +104,8 @@ public List> getDependencies() @Override public void configure(Project aProject) throws IOException { - AnnotationLayer layer = annotationService.findLayer(aProject, NamedEntity.class.getName()); - AnnotationFeature valueFeature = annotationService.getFeature(NamedEntity._FeatName_value, - layer); + var layer = annotationService.findLayer(aProject, NamedEntity.class.getName()); + var valueFeature = annotationService.getFeature(NamedEntity._FeatName_value, layer); valueFeature.setEnabled(false); annotationService.createFeature(valueFeature); } diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntityIdentifierStringRecommenderInitializer.java b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntityIdentifierStringRecommenderInitializer.java index c9eb9317185..c3fbbdcf4b8 100644 --- a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntityIdentifierStringRecommenderInitializer.java +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntityIdentifierStringRecommenderInitializer.java @@ -22,8 +22,6 @@ import java.io.IOException; import java.util.List; -import de.tudarmstadt.ukp.clarin.webanno.model.AnnotationFeature; -import de.tudarmstadt.ukp.clarin.webanno.model.AnnotationLayer; import de.tudarmstadt.ukp.clarin.webanno.model.Project; import de.tudarmstadt.ukp.dkpro.core.api.ner.type.NamedEntity; import de.tudarmstadt.ukp.inception.project.api.ProjectInitializer; @@ -83,12 +81,11 @@ public List> getDependencies() @Override public void configure(Project aProject) throws IOException { - AnnotationLayer spanLayer = annotationService.findLayer(aProject, - NamedEntity.class.getName()); - AnnotationFeature labelFeature = annotationService - .getFeature(NamedEntity._FeatName_identifier, spanLayer); + var spanLayer = annotationService.findLayer(aProject, NamedEntity.class.getName()); + var labelFeature = annotationService.getFeature(NamedEntity._FeatName_identifier, + spanLayer); - Recommender recommender = new Recommender(getName(), spanLayer); + var recommender = new Recommender(getName(), spanLayer); recommender.setFeature(labelFeature); recommender.setMaxRecommendations(3); recommender.setThreshold(0.0d); diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntitySequenceClassifierRecommenderInitializer.java b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntitySequenceClassifierRecommenderInitializer.java new file mode 100644 index 00000000000..c202903e0ab --- /dev/null +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntitySequenceClassifierRecommenderInitializer.java @@ -0,0 +1,95 @@ +/* + * Licensed to the Technische Universität Darmstadt under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The Technische Universität Darmstadt + * licenses this file to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking; + +import static java.util.Arrays.asList; + +import java.io.IOException; +import java.util.List; + +import de.tudarmstadt.ukp.clarin.webanno.model.Project; +import de.tudarmstadt.ukp.dkpro.core.api.ner.type.NamedEntity; +import de.tudarmstadt.ukp.inception.project.api.ProjectInitializer; +import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.config.WikiDataLinkingProjectInitializersAutoConfiguration; +import de.tudarmstadt.ukp.inception.recommendation.api.RecommendationService; +import de.tudarmstadt.ukp.inception.recommendation.api.model.Recommender; +import de.tudarmstadt.ukp.inception.recommendation.imls.opennlp.ner.OpenNlpNerRecommenderFactory; +import de.tudarmstadt.ukp.inception.schema.api.AnnotationSchemaService; +import de.tudarmstadt.ukp.inception.ui.kb.initializers.NamedEntityIdentifierFeatureInitializer; + +/** + *

+ * This class is exposed as a Spring Component via + * {@link WikiDataLinkingProjectInitializersAutoConfiguration#namedEntitySequenceClassifierRecommenderInitializer}. + *

+ */ +public class NamedEntitySequenceClassifierRecommenderInitializer + implements ProjectInitializer +{ + private final AnnotationSchemaService annotationService; + private final RecommendationService recommendationService; + private final OpenNlpNerRecommenderFactory recommenderFactory; + + public NamedEntitySequenceClassifierRecommenderInitializer( + RecommendationService aRecommenderService, AnnotationSchemaService aAnnotationService, + OpenNlpNerRecommenderFactory aRecommenderFactory) + { + recommendationService = aRecommenderService; + annotationService = aAnnotationService; + recommenderFactory = aRecommenderFactory; + } + + @Override + public String getName() + { + return "Named entity sequence classifier recommender"; + } + + @Override + public boolean applyByDefault() + { + return false; + } + + @Override + public boolean alreadyApplied(Project aProject) + { + return recommendationService.existsRecommender(aProject, getName()); + } + + @Override + public List> getDependencies() + { + return asList(NamedEntityIdentifierFeatureInitializer.class); + } + + @Override + public void configure(Project aProject) throws IOException + { + var spanLayer = annotationService.findLayer(aProject, NamedEntity.class.getName()); + var labelFeature = annotationService.getFeature(NamedEntity._FeatName_value, spanLayer); + + var recommender = new Recommender(getName(), spanLayer); + recommender.setFeature(labelFeature); + recommender.setMaxRecommendations(3); + recommender.setThreshold(0.0d); + recommender.setTool(recommenderFactory.getId()); + + recommendationService.createOrUpdateRecommender(recommender); + } +} diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntityStringRecommenderInitializer.java b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntityStringRecommenderInitializer.java new file mode 100644 index 00000000000..9c042b68027 --- /dev/null +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/NamedEntityStringRecommenderInitializer.java @@ -0,0 +1,95 @@ +/* + * Licensed to the Technische Universität Darmstadt under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The Technische Universität Darmstadt + * licenses this file to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking; + +import static java.util.Arrays.asList; + +import java.io.IOException; +import java.util.List; + +import de.tudarmstadt.ukp.clarin.webanno.model.Project; +import de.tudarmstadt.ukp.dkpro.core.api.ner.type.NamedEntity; +import de.tudarmstadt.ukp.inception.project.api.ProjectInitializer; +import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.config.WikiDataLinkingProjectInitializersAutoConfiguration; +import de.tudarmstadt.ukp.inception.recommendation.api.RecommendationService; +import de.tudarmstadt.ukp.inception.recommendation.api.model.Recommender; +import de.tudarmstadt.ukp.inception.recommendation.imls.stringmatch.span.StringMatchingRecommenderFactory; +import de.tudarmstadt.ukp.inception.schema.api.AnnotationSchemaService; +import de.tudarmstadt.ukp.inception.ui.kb.initializers.NamedEntityIdentifierFeatureInitializer; + +/** + *

+ * This class is exposed as a Spring Component via + * {@link WikiDataLinkingProjectInitializersAutoConfiguration#namedEntityStringRecommenderInitializer}. + *

+ */ +public class NamedEntityStringRecommenderInitializer + implements ProjectInitializer +{ + private final AnnotationSchemaService annotationService; + private final RecommendationService recommendationService; + private final StringMatchingRecommenderFactory recommenderFactory; + + public NamedEntityStringRecommenderInitializer(RecommendationService aRecommenderService, + AnnotationSchemaService aAnnotationService, + StringMatchingRecommenderFactory aRecommenderFactory) + { + recommendationService = aRecommenderService; + annotationService = aAnnotationService; + recommenderFactory = aRecommenderFactory; + } + + @Override + public String getName() + { + return "Named entity string-matching recommender"; + } + + @Override + public boolean applyByDefault() + { + return false; + } + + @Override + public boolean alreadyApplied(Project aProject) + { + return recommendationService.existsRecommender(aProject, getName()); + } + + @Override + public List> getDependencies() + { + return asList(NamedEntityIdentifierFeatureInitializer.class); + } + + @Override + public void configure(Project aProject) throws IOException + { + var spanLayer = annotationService.findLayer(aProject, NamedEntity.class.getName()); + var labelFeature = annotationService.getFeature(NamedEntity._FeatName_value, spanLayer); + + var recommender = new Recommender(getName(), spanLayer); + recommender.setFeature(labelFeature); + recommender.setMaxRecommendations(3); + recommender.setThreshold(0.0d); + recommender.setTool(recommenderFactory.getId()); + + recommendationService.createOrUpdateRecommender(recommender); + } +} diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/config/WikiDataLinkingProjectInitializersAutoConfiguration.java b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/config/WikiDataLinkingProjectInitializersAutoConfiguration.java index 6f0387fda1a..0e28888cbda 100644 --- a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/config/WikiDataLinkingProjectInitializersAutoConfiguration.java +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/config/WikiDataLinkingProjectInitializersAutoConfiguration.java @@ -26,11 +26,15 @@ import de.tudarmstadt.ukp.inception.kb.KnowledgeBaseService; import de.tudarmstadt.ukp.inception.kb.config.KnowledgeBaseProperties; import de.tudarmstadt.ukp.inception.kb.config.KnowledgeBaseServiceAutoConfiguration; +import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.EntityAnnotationProjectInitializer; import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.EntityLinkingProjectInitializer; import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.NamedEntityIdentifierStringRecommenderInitializer; +import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.NamedEntitySequenceClassifierRecommenderInitializer; +import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.NamedEntityStringRecommenderInitializer; import de.tudarmstadt.ukp.inception.project.initializers.wikidatalinking.WikiDataKnowledgeBaseInitializer; import de.tudarmstadt.ukp.inception.recommendation.api.RecommendationService; import de.tudarmstadt.ukp.inception.recommendation.config.RecommenderServiceAutoConfiguration; +import de.tudarmstadt.ukp.inception.recommendation.imls.opennlp.ner.OpenNlpNerRecommenderFactory; import de.tudarmstadt.ukp.inception.recommendation.imls.stringmatch.config.StringMatchingRecommenderAutoConfiguration; import de.tudarmstadt.ukp.inception.recommendation.imls.stringmatch.span.StringMatchingRecommenderFactory; import de.tudarmstadt.ukp.inception.schema.api.AnnotationSchemaService; @@ -67,4 +71,31 @@ public EntityLinkingProjectInitializer entityLinkingProjectInitializer( { return new EntityLinkingProjectInitializer(aContext, aAnnotationService); } + + @Bean + public EntityAnnotationProjectInitializer entityAnnotationProjectInitializer( + ApplicationContext aContext, AnnotationSchemaService aAnnotationService) + { + return new EntityAnnotationProjectInitializer(aContext, aAnnotationService); + } + + @ConditionalOnBean(RecommendationService.class) + @Bean + public NamedEntityStringRecommenderInitializer namedEntityStringRecommenderInitializer( + RecommendationService aRecommenderService, AnnotationSchemaService aAnnotationService, + StringMatchingRecommenderFactory aRecommenderFactory) + { + return new NamedEntityStringRecommenderInitializer(aRecommenderService, aAnnotationService, + aRecommenderFactory); + } + + @ConditionalOnBean(RecommendationService.class) + @Bean + public NamedEntitySequenceClassifierRecommenderInitializer namedEntitySequenceClassifierRecommenderInitializer( + RecommendationService aRecommenderService, AnnotationSchemaService aAnnotationService, + OpenNlpNerRecommenderFactory aRecommenderFactory) + { + return new NamedEntitySequenceClassifierRecommenderInitializer(aRecommenderService, + aAnnotationService, aRecommenderFactory); + } } diff --git a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/wicket-package.properties b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/wicket-package.properties index 68a66a82171..12490e75aa5 100644 --- a/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/wicket-package.properties +++ b/inception/inception-project-initializers-wikidatalinking/src/main/java/de/tudarmstadt/ukp/inception/project/initializers/wikidatalinking/wicket-package.properties @@ -14,3 +14,4 @@ # See the License for the specific language governing permissions and # limitations under the License. entity-linking-project.description=Link entity mentions to WikiData. +entity-annotation-project.description=Identify and classify named entities. diff --git a/inception/inception-project-initializers/src/main/java/de/tudarmstadt/ukp/clarin/webanno/project/initializers/NamedEntityLayerInitializer.java b/inception/inception-project-initializers/src/main/java/de/tudarmstadt/ukp/clarin/webanno/project/initializers/NamedEntityLayerInitializer.java index a9f7464db3a..7a773002f2c 100644 --- a/inception/inception-project-initializers/src/main/java/de/tudarmstadt/ukp/clarin/webanno/project/initializers/NamedEntityLayerInitializer.java +++ b/inception/inception-project-initializers/src/main/java/de/tudarmstadt/ukp/clarin/webanno/project/initializers/NamedEntityLayerInitializer.java @@ -35,7 +35,6 @@ import de.tudarmstadt.ukp.clarin.webanno.model.AnnotationLayer; import de.tudarmstadt.ukp.clarin.webanno.model.OverlapMode; import de.tudarmstadt.ukp.clarin.webanno.model.Project; -import de.tudarmstadt.ukp.clarin.webanno.model.TagSet; import de.tudarmstadt.ukp.clarin.webanno.project.initializers.config.ProjectInitializersAutoConfiguration; import de.tudarmstadt.ukp.dkpro.core.api.ner.type.NamedEntity; import de.tudarmstadt.ukp.inception.project.api.ProjectInitializer; @@ -99,11 +98,11 @@ public boolean alreadyApplied(Project aProject) @Override public void configure(Project aProject) throws IOException { - TagSet nerTagSet = annotationSchemaService - .getTagSet(NamedEntityTagSetInitializer.TAG_SET_NAME, aProject); + var nerTagSet = annotationSchemaService.getTagSet(NamedEntityTagSetInitializer.TAG_SET_NAME, + aProject); - AnnotationLayer neLayer = new AnnotationLayer(NamedEntity.class.getName(), "Named entity", - SPAN_TYPE, aProject, true, AnchoringMode.TOKENS, OverlapMode.NO_OVERLAP); + var neLayer = new AnnotationLayer(NamedEntity.class.getName(), "Named entity", SPAN_TYPE, + aProject, true, AnchoringMode.TOKENS, OverlapMode.NO_OVERLAP); annotationSchemaService.createOrUpdateLayer(neLayer); annotationSchemaService.createFeature(new AnnotationFeature(aProject, neLayer, "value",