I am trying to use stanford nlp to get the sentiment of a text: Here is my code:
import java.util.Properties;
import edu.stanford.nlp.ling.CoreAnnotations;
import edu.stanford.nlp.pipeline.Annotation;
import edu.stanford.nlp.pipeline.StanfordCoreNLP;
import edu.stanford.nlp.rnn.RNNCoreAnnotations;
import edu.stanford.nlp.sentiment.SentimentCoreAnnotations;
import edu.stanford.nlp.trees.Tree;
import edu.stanford.nlp.util.CoreMap;
public class SentimentAnalyzer {
public static void main(String[] args) {
findSentiment("");
}
public static void findSentiment(String line) {
line = "I started taking the little pill about 6 years ago.";
Properties props = new Properties();
props.setProperty("annotators", "tokenize, ssplit, parse, sentiment");
StanfordCoreNLP pipeline = new StanfordCoreNLP(props);
int mainSentiment = 0;
if (line != null && line.length() > 0) {
int longest = 0;
Annotation annotation = pipeline.process(line);
for (CoreMap sentence : annotation
.get(CoreAnnotations.SentencesAnnotation.class)) {
Tree tree = sentence
.get(SentimentCoreAnnotations.AnnotatedTree.class);
int sentiment = RNNCoreAnnotations.getPredictedClass(tree);
String partText = sentence.toString();
if (partText.length() > longest) {
mainSentiment = sentiment;
longest = partText.length();
}
}
}
if (mainSentiment == 2 || mainSentiment > 4 || mainSentiment < 0) {
System.out.println("Neutral " + line);
}
else{
}
/*
* TweetWithSentiment tweetWithSentiment = new TweetWithSentiment(line,
* toCss(mainSentiment)); return tweetWithSentiment;
*/
}
}
Also I use the instruction from this link: https://blog.openshift.com/day-20-stanford-corenlp-performing-sentiment-analysis-of-twitter-using-java/
But I get the following error:
Exception in thread "main" java.lang.NullPointerException
at edu.stanford.nlp.rnn.RNNCoreAnnotations.getPredictedClass(RNNCoreAnnotations.java:58)
at SentimentAnalyzer.findSentiment(SentimentAnalyzer.java:27)
at SentimentAnalyzer.main(SentimentAnalyzer.java:14)
which point to this line:
Tree tree = sentence.get(SentimentCoreAnnotations.AnnotatedTree.class);
Use this instead:
Edit: To get positive, negative, and neutral comments, use this snippet: