Regularization Method

Deep neural networks have achieved remark- able results across many language processing tasks, however these methods are highly sen- sitive to noise and adversarial attacks. We present a regularization based …...

AbstractFact verification requires validating a claim in the context of evidence. We show, however, that in the popular FEVER dataset this might not necessarily be the case. Claim-only classifiers perform …...