'How can I use "NER" for German Language with stanford-corenlp?
I am trying to use nlp for german language but it does not work! I was making the pipeline and then NER to find the entity of each element in sentence which is working perfectly for English but not Geman language! I also added German language to maven... here is my pipeline:
public class Pipeline {
private static Properties properties;
private static String propertiesName = "tokenize, ssplit, pos, lemma, ner";
private static StanfordCoreNLP stanfordCoreNLP;
private Pipeline() {
}
static {
properties = new Properties();
properties.setProperty("annotators", propertiesName);
}
public static StanfordCoreNLP getPipeline(){
if (stanfordCoreNLP == null){
stanfordCoreNLP = new StanfordCoreNLP(properties);
}
return stanfordCoreNLP;
}
}
and here is my NER:
public class NER {
public static void main(String[] args) {
StanfordCoreNLP stanfordCoreNLP = Pipeline.getPipeline();
String text = "hello My name is xxx. I live in Austria.";
CoreDocument coreDocument = new CoreDocument(text);
stanfordCoreNLP.annotate(coreDocument);
List<CoreLabel> coreLabelList = coreDocument.tokens();
for (CoreLabel coreLabel: coreLabelList){
String ner = coreLabel.get(CoreAnnotations.NamedEntityTagAnnotation.class);
System.out.println(coreLabel.originalText() + "->"+ner);
}
}
}
and here is my maven dependency:
<dependency>
<groupId>edu.stanford.nlp</groupId>
<artifactId>stanford-corenlp</artifactId>
<version>3.9.2</version>
<classifier>models</classifier>
</dependency>
<dependency>
<groupId>edu.stanford.nlp</groupId>
<artifactId>stanford-corenlp</artifactId>
<version>4.0.0</version>
<classifier>models-german</classifier>
</dependency>
what should I change or add to use it also for German Language?
Solution 1:[1]
I got it working using a slightly different approach, having stanford-corenlp-4.2.2.jar
and stanford-corenlp-4.2.1-models-german.jar
in my class path:
StanfordCoreNLP pipeline = new StanfordCoreNLP("german");
CoreDocument document = pipeline.processToCoreDocument(text);
Based on this information Using CoreNLP on other human languages.
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
Solution | Source |
---|---|
Solution 1 | Konrad Holl |