The Benefits of a Model of Annotation

This Research paper providers another full [[ Bayesian ]] model for inferring when rater decisions can be combined to produce reliable labels.

Key benefits of this paper:

  • It uses EM to train the model.
  • They provide a Mutual Information based method for confirming label confidence.
  • They have nice graph plate diagrams.

This is a thing to build.

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The whole shebang