java - 将斯坦福情绪分析与 java 集成时出现错误

Question

我正在使用 stanford sentiment nlp 库和 java 进行情绪分析。但是当我执行代码时，我收到了错误。想不通。

我的代码如下:

package com.nlp;

 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 SemanticAnalysis {
    public static void main(String args[]) {
        sentimentAnalysis sentiment = new sentimentAnalysis();
        sentiment.findSentiment("france is a good city");
    }   
 }

 class sentimentAnalysis {
     public String findSentiment(String line) {

        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) {
            return null;
        }
        return "";
     }
 }

但是当我运行代码时出现以下错误。

   Exception in thread "main" java.lang.NoClassDefFoundError: org/ejml/simple/SimpleBase
at edu.stanford.nlp.pipeline.SentimentAnnotator.<init>(SentimentAnnotator.java:45)
at edu.stanford.nlp.pipeline.StanfordCoreNLP$14.create(StanfordCoreNLP.java:845)
at edu.stanford.nlp.pipeline.AnnotatorPool.get(AnnotatorPool.java:81)  

Answer 1

您缺少 ejml-0.23.jar，将它添加到您的类路径中，它应该可以工作。