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This is a heavily modified fork of jacobeisenstein/bayes-seg.

Edit build.gradle to specify:

  • num-segments The desired number of segments. This only makes sense to use if you are segmenting a single text, otherwise you should specify a reference segmentation.
  • reference A reference segmentation for determinining the desired number of segments for each text.
  • coder If specified, use this coder's reference segmentations to determinine the desired number of segments for each text, otherwise use the mean length of all coder's segmentations.
  • stem Stem terms before segmenting.
  • stopwords Path to a file with stopwords to remove before segmenting.
  • files Paths to the files to be segmented.

Then:

./gradlew run

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Fork of Java code from the 2008 EMNLP paper "Bayesian Unsupervised Topic Segmentation" by Eisenstein and Barzilay

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