Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles

Christopher Clark, Mark Yatskar, Luke Zettlemoyer

Many datasets have been shown to contain incidental correlations created by idiosyncrasies in the data collection process. For example, sentence entailment datasets can have spurio…