我是登机口的新手安妮。我尝试了的GATE界面,并获得了在上面完成任务的经验。我想知道如何在Java中实现命名实体提取?
我做了研发,但找不到任何关于命名实体提取的教程。
是否有任何代码可用于查找命名实体提取 in GATE in Java
发布于 2016-05-20 18:46:38
import gate.*;
import gate.creole.ANNIEConstants;
import gate.util.persistence.PersistenceManager;
import java.io.File;
import java.util.*;
public class AnnieNerExample {
    public static void main(String[] args) throws Exception {
        Gate.setGateHome(new File("C:\\Program Files\\GATE_Developer_8.1"));
        Gate.init();
        LanguageAnalyser controller = (LanguageAnalyser) PersistenceManager
                .loadObjectFromFile(new File(new File(Gate.getPluginsHome(),
                        ANNIEConstants.PLUGIN_DIR), ANNIEConstants.DEFAULT_FILE));
        Corpus corpus = Factory.newCorpus("corpus");
        Document document = Factory.newDocument(
                "Michael Jordan is a professor at the University of California, Berkeley.");
        corpus.add(document); controller.setCorpus(corpus); 
        controller.execute();
        document.getAnnotations().get(new HashSet<>(Arrays.asList("Person", "Organization", "Location")))
            .forEach(a -> System.err.format("%s - \"%s\" [%d to %d]\n", 
                    a.getType(), Utils.stringFor(document, a),
                    a.getStartNode().getOffset(), a.getEndNode().getOffset()));
        //Don't forget to release GATE resources 
        Factory.deleteResource(document); Factory.deleteResource(corpus); Factory.deleteResource(controller);
    }
}产出:
Person - "Michael Jordan" [0 to 14]
Organization - "University of California" [37 to 61]
Location - "Berkeley" [63 to 71]罐子
有两种可能性:
将
$GATE_HOME/bin/gate.jar和$GATE_HOME/lib中的JARfiles添加到Java ($GATE_HOME是门根目录)
发布于 2020-05-02 18:50:23
用于开发和在java代码中使用。最好采用嵌入式门。
pom.xml文件
<dependencies>
    <dependency>
        <groupId>uk.ac.gate</groupId>
        <artifactId>gate-core</artifactId>
        <version>8.6.1</version>
    </dependency>
    <!-- https://mvnrepository.com/artifact/uk.ac.gate.plugins/annie -->
    <dependency>
        <groupId>uk.ac.gate.plugins</groupId>
        <artifactId>annie</artifactId>
        <version>8.6</version>
        <scope>provided</scope>
    </dependency>
</dependencies>src中的Main.java文件
import gate.*;
import gate.creole.ANNIEConstants;
import gate.creole.Plugin;
import gate.creole.ResourceReference;
import gate.util.persistence.PersistenceManager;
import java.net.URL;
import java.util.Arrays;
import java.util.HashSet;
public class Main {
    public static void main(String[] args) throws Exception {
        Gate.init();
        Plugin anniePlugin = new Plugin.Maven("uk.ac.gate.plugins", "annie", "8.6");
        Gate.getCreoleRegister().registerPlugin(anniePlugin);
        URL annieFile = new ResourceReference(anniePlugin, "resources/" + ANNIEConstants.DEFAULT_FILE).toURL();
        LanguageAnalyser controller = (LanguageAnalyser) PersistenceManager.loadObjectFromUrl(annieFile);
        Corpus corpus = Factory.newCorpus("corpus");
        Document document = Factory.newDocument("Michael Jordan is a professor at the University of California, Berkeley.");
        corpus.add(document);
        controller.setCorpus(corpus);
        controller.execute();
        for (Annotation obj : document.getAnnotations().get(new HashSet<String>(Arrays.asList("Person", "Organization", "Location")))) {
            System.out.print("type : " + obj.getType());
            System.out.print("\t data : " + Utils.stringFor(document, obj));
            System.out.print("\t start : " + obj.getStartNode().getOffset());
            System.out.println("\t end : " + obj.getEndNode().getOffset());
        }
        Factory.deleteResource(document);
        Factory.deleteResource(corpus);
        Factory.deleteResource(controller);
    }
}示例代码https://github.com/hsali/gate-developer-annie-plugin-example
https://stackoverflow.com/questions/37273126
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