Revisiting Semantic Role Labeling: Efficient Structured Inference with Dependency-Informed Analysis

Sangpil Youm, Leah Jones, Bonnie J. Dorr

Semantic Role Labeling (SRL) provides an explicit representation of predicate-argument structure, capturing linguistically grounded relations such as who did what to whom. While re…