Bayesian Nonparametric Crowdsourcing

Bayesian Nonparametric Crowdsourcing

Crowdsourcing has been proven to be an effective and efficient tool to annotate large data-sets. User annotations are often noisy, so methods to combine the annotations to produce reliable estimates of the ground truth are necessary. We claim that considering the existence of clusters of users in th...

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Dades bibliogràfiques
Autors principals:	Moreno, P, Artes-Rodriguez, A, Teh, Y, Perez-Cruz, F
Format:	Journal article
Publicat:	Journal of Machine Learning Research 2015

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