javanlpuimadkpro-core

How to get lemmas from sentences in DKPro/UIMA?


I'm trying to setup a pipeline, which produces lemmatized sentences. I know how to get either all sentences or all lemmas, but I don't know how to get collections of lemmas divided by sentence ends. Here is a code snippet with a missing argument marked by ??????:

AnalysisEngine pipeline = createEngine(createEngineDescription( 
                              createEngineDescription(BreakIteratorSegmenter.class),
                              createEngineDescription(StanfordLemmatizer.class),
                              createEngineDescription(StopWordRemover.class, StopWordRemover.PARAM_MODEL_LOCATION,
                                  new String[]{"stopwords.txt"})));

JCas jcas = JCasFactory.createJCas();

jcas.setDocumentText    ("Almost all energy on Earth comes from the Sun. Plants make food energy from sunlight.");
jcas.setDocumentLanguage("en");
pipeline.process        (jcas);

for (Sentence s : select(jcas, Sentence.class)) {
  out.println("");

  for (Lemma l : select(??????, Lemma.class)) 
    out.print(l.getValue() + " ");
}

What do I need to change in this code, so it prints lemmas from two input sentences in two lines.


Solution

  • Here you go:

    for (Lemma l : JCasUtil.selectCovered(Lemma.class, s)) 
        out.print(l.getValue() + " ");
    

    Disclosure: I am working on the Apache UIMA project