We also apply input reduction to single-input tasks including sentiment analysis (Maas et al., 2011) and Quizbowl (Boyd-Graber et al., 2012), achieving similar results.
most reduced inputs are nonsensical to humans ( Figure 2) as they lack information for any reasonable human prediction.