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Distilling Task Knowledge from How-to Communities


You can find more information about HowToKB here.

Before Running Code

You need to install file javatools-1.0.0.jar (in jars folder) into your maven library, following this guide: https://maven.apache.org/guides/mini/guide-3rd-party-jars-local.html

Commandline:
mvn install:install-file -Dfile=jars/javatools-1.0.0.jar -DgroupId=niket.tools -DartifactId=javatools -Dversion=1.0.0 -Dpackaging=jar

How To Run

  • Download HowToKB dataset from here and put them into howtokb-data folder
  • Moved the w2v model file (articles-word2vec-word-pos.model.txt) to "data" folder
  • Set "data" and "resources" folders as source folders in the configuration (build path -> use as source folders)
  • Some testing classes:
    • test.kb.howtokb.TaskFrameReaderTest: reading task frames from howtokb data
    • test.kb.howtokb.WikiHowArticleReaderTest: reading wikihow articles from howtokb data
    • test.kb.howtokb.TextToWikiHowTaskFrameTest: extracting task frames from wikihow articles

    • test.kb.howtokb.jdbc.JDBCConnectorTest: query data from howtokb database

    • test.kb.howtokb.clustering.*: clustering task frames

Note

Following the descriptions about HowToKB data (here), a python code can be also used to load the data (json files).

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