http://www.cs.cmu.edu/~afyshe/papers/acl2014/jnnse_acl2014.pdf
Perhaps this can be further combined with other methods, like this
http://www.socher.org/index.php/Main/ReasoningWithNeuralTensorNetworksForKnowledgeBaseCompletion
to deduce commonsense knowledge with high accuracy.
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