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Stanford NLP Pipeline

This Java class, Pipeline, provides a configuration setup for the Stanford CoreNLP library to facilitate Natural Language Processing (NLP) tasks. It initializes a pipeline with specific annotators to perform various NLP operations on textual data.

About

The Pipeline class is designed to create an instance of Stanford CoreNLP with the following annotators:

  • Tokenization
  • Sentence splitting
  • Part-of-Speech tagging (POS)
  • Lemmatization
  • Named Entity Recognition (NER)
  • Parsing
  • Sentiment analysis

Usage

To utilize this pipeline:

  1. Ensure you have the Stanford CoreNLP library configured in your project.

  2. Add Stanford CoreNLP as a dependency. You can do this by including the following Maven dependency in your project's pom.xml file:

     <dependency>
     <groupId>edu.stanford.nlp</groupId>
     <artifactId>stanford-corenlp</artifactId>
     <version>4.5.5</version>
     <classifier>models</classifier>
 </dependency>

  3. Import the Pipeline class into your Java application.

  4. Access the pipeline instance using the getPipeline() method to perform NLP tasks.