Chaoyi Ai

Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields

This paper presents an approach to frame semantic role labeling (FSRL), a task in natural language processing that identifies semantic roles within a text following the theory of frame semantics. Unlike previous approaches which do not adequately model correlations and interactions amongst arguments…