Note that the Corrected  Table 5: Our trained MLN outperforms two other systems at predicting whether sentences of the form "Every <class 1> <relation> a/some <class 2>" have a plausible indirect reading or not.
some of our technique's errors highlight interesting difficulties with function detection.