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IntelliJ IDEA无法识别CoreNLP依赖问题求助

Stanford CoreNLP情感分析项目启动报错求助

我正在跟着一篇Java情感分析教程做项目,已安装Maven,POM配置如下:

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>

    <groupId>com.simplestcodings</groupId>
    <artifactId>nlp</artifactId>
    <version>1.0-SNAPSHOT</version>

    <properties>
        <maven.compiler.source>17</maven.compiler.source>
        <maven.compiler.target>17</maven.compiler.target>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
    </properties>

    <dependencies>
        <dependency>
            <groupId>edu.stanford.nlp</groupId>
            <artifactId>stanford-corenlp</artifactId>
            <version>4.5.6</version>
        </dependency>
        <dependency>
            <groupId>edu.stanford.nlp</groupId>
            <artifactId>stanford-corenlp</artifactId>
            <version>4.5.6</version>
            <classifier>models</classifier>
        </dependency>
        <dependency>
            <groupId>org.slf4j</groupId>
            <artifactId>slf4j-simple</artifactId>
            <version>1.7.32</version>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <version>1.18.30</version>
            <scope>provided</scope>
        </dependency>
    </dependencies>

</project>

我的Java类代码如下:

package com.simplestcodings;

import edu.stanford.nlp.ling.CoreAnnotations;
import edu.stanford.nlp.pipeline.Annotation;
import edu.stanford.nlp.pipeline.StanfordCoreNLP;
import edu.stanford.nlp.sentiment.SentimentCoreAnnotations;
import edu.stanford.nlp.util.CoreMap;
import lombok.extern.slf4j.Slf4j;

@Slf4j
public class SentimentAnalysis {

    public static void main(String[] args) {
        // Initialize the Stanford NLP pipeline
        StanfordCoreNLP pipeline = new StanfordCoreNLP("application.properties");

        // Sample text for sentiment analysis
        String text = "Simplest codings is the best place to learn and grow. I am glad to be here.";

        // Perform sentiment analysis
        String sentiment = getSentiment(text, pipeline);

        // Display the result
        log.info("Text: {}, Sentiment: {}",text, sentiment);

        // Another Sample text for sentiment analysis
        text = "I hate this place. I am not coming back here again. I am very disappointed.";

        // Perform sentiment analysis
        sentiment = getSentiment(text, pipeline);

        // Display the result
        log.info("Text: {}, Sentiment: {}",text, sentiment);
    }

    private static String getSentiment(String text, StanfordCoreNLP pipeline) {
        // Create an Annotation object with the input text
        Annotation annotation = new Annotation(text);

        // Run all the NLP annotators on the text
        pipeline.annotate(annotation);

        // Extract the sentiment from the annotation
        CoreMap sentence = annotation.get(CoreAnnotations.SentencesAnnotation.class).get(0);
        String sentiment = sentence.get(SentimentCoreAnnotations.SentimentClass.class);

        return sentiment;
    }
}

运行时出现错误:找不到application.properties配置文件,同时伴随类加载相关异常。

我已尝试以下操作但问题仍未解决:

  • 清除Maven缓存、重建项目
  • 切换到Amazon Corretto JDK 17(原使用JDK 22)
  • 确认版本信息:
    • JAVA:java version "22.0.1" 2024-04-16 Java(TM) SE Runtime Environment (build 22.0.1+8-16) Java HotSpot(TM) 64-Bit Server VM (build 22.0.1+8-16, mixed mode, sharing)
    • MAVEN:Apache Maven 3.9.6

恳请帮忙排查问题。

内容的提问来源于stack exchange,提问作者kotddl

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最近更新时间:2026.06.25 13:55:05