Unsupervised Semantic Role Induction

In this paper we present a method for unsuper- vised semantic role induction which we for- malize as a graph partitioning problem. Ar- gument instances of a verb are represented …...

Reducing the reliance of semantic role labeling (SRL) methods on human-annotated data has become an active area of research. However, the prior work has largely focused on either (1) looking …...