conftrace_

label aggregation

61 papers

Explore in graph

Co-occurring keywords

probabilistic modeling (852) noisy label (321) label noise (498) text classification (6793) annotator disagreement (65) annotator modeling (22) weak supervision (290) probabilistic model (476) expectation maximization (255) weakly supervised learning (1328)

Papers

Optimality of Belief Propagation for Crowdsourced Classification ICML 2016
CEKA: A Tool for Mining the Wisdom of Crowds JMLR 2015
Max-Margin Majority Voting for Learning from Crowds NIPS 2015
Reputation-based Worker Filtering in Crowdsourcing NIPS 2014
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing NIPS 2014
Learning from the Wisdom of Crowds by Minimax Entropy NIPS 2012
Variational Inference for Crowdsourcing NIPS 2012
Ranking annotators for crowdsourced labeling tasks NIPS 2011
Learning From Crowds JMLR 2010
The Multidimensional Wisdom of Crowds NIPS 2010
Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise NIPS 2009