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to naacl-m...@googlegroups.com, Panagiotis G. Ipeirotis
Hi,
Panos Ipeirotis recently released an implementation of worker quality analysis; it appears to use the Dawid & Skene (1979) EM (weighted voting) approach, which jointly estimates worker quality/accuracies along with aggregate label confidences. There's even a web demo.