Experimental results on two commonsense reasoning problems, i.e. commonsense question answering and pronoun resolution, demonstrate that Loire outperforms traditional language-based methods.
they also show that the encoded commonsense knowledge is limited, which could be improved by introducing some supplementary data, like ConceptNet.