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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