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lucene-frequent-phrase's Introduction

Frequent Phrase Extractor and Phrase Quality Scorers from Lucene Index or Text Collection

  • Phrase candidate generation The phrase candidates are generated from a Lucene index (offset should be indexed), or a text collection (indexed by Lucene's RAMDirectory internally)

  • Phrase quality scoring P(hrase)F-IDF and CValue based scorers are implemented, i.e. two unsuperivsed baselines of SegPhrase. A reference Lucene index can be plugged to provide DF statistics.

Use in a Maven project

Configure your pom.xml by adding this repository

<repository>
  <id>ziy-mvnrepo-releases</id>
  <name>ziy GitHub Personal Repo</name>
  <url>https://raw.github.com/ziy/mvn-releases/master/</url>
</repository>

and adding this dependency

<dependency>
  <groupId>edu.cmu.lti.oaqa.core</groupId>
  <artifactId>lucene-frequent-phrase</artifactId>
  <version>0.0.1</version>
</dependency>

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