Hierarchical Bayesian Crowdsourcing with Item Difficulty

Seong Woo Han, Ozan Adıgüzel, Bob Carpenter

In applied statistics and machine learning, the gold standards used for training are often biased and almost always noisy. Dawid and Skene's justifiably popular crowdsourcing model…