Improving Label Quality by Jointly Modeling Items and Annotators

Tharindu Cyril Weerasooriya, Alexander G. Ororbia, Christopher M. Homan

We propose a fully Bayesian framework for learning ground truth labels from noisy annotators. Our framework ensures scalability by factoring a generative, Bayesian soft clustering…