Examples with StanfordCoreNLP edu.stanford.nlp.pipeline.StanfordCoreNLP used on opensource projects

Example 71 with StanfordCoreNLP

use of edu.stanford.nlp.pipeline.StanfordCoreNLP in project neo4j-nlp-stanfordnlp by graphaware.

the class StanfordTextProcessor method sentiment.

@Override
public AnnotatedText sentiment(AnnotatedText annotatedText) {
    StanfordCoreNLP pipeline = pipelines.get(SENTIMENT);
    if (pipeline == null) {
        throw new RuntimeException("Pipeline: " + SENTIMENT + " doesn't exist");
    }
    annotatedText.getSentences().parallelStream().forEach((item) -> {
        Annotation document = new Annotation(item.getSentence());
        pipeline.annotate(document);
        List<CoreMap> sentences = document.get(CoreAnnotations.SentencesAnnotation.class);
        Optional<CoreMap> sentence = sentences.stream().findFirst();
        if (sentence != null && sentence.isPresent()) {
            extractSentiment(sentence.get(), item);
        }
    });
    return annotatedText;
}