Instance Based Learning

It is traditionally assumed that various sources of linguistic knowledge and their in- teraction should be formalised in order to be able to convert words into their phone- mic representations …...

AbstractSemantic role labeling (SRL) is the task of identifying and labeling predicate-argument structures in sentences with semantic frame and role labels. A known challenge in SRL is the large number …...

AbstractInterpretable rationales for model predictions play a critical role in practical applications. In this study, we develop models possessing interpretable inference process for structured prediction. Specifically, we present a method …...