The Importance of Syntactic Parsing and Inference in Semantic Role Labeling

Abstract

We present a general framework for semantic role labeling. The framework combines a machine learning technique with an integer linear programming based inference procedure, which incorporates linguistic and structural constraints into a global decision process. Within this framework, we study the role of syntactic parsing information in semantic role… (More)
DOI: 10.1162/coli.2008.34.2.257

Topics

17 Figures and Tables

Statistics

02040'07'08'09'10'11'12'13'14'15'16'17'18
Citations per Year

234 Citations

Semantic Scholar estimates that this publication has 234 citations based on the available data.

See our FAQ for additional information.

Slides referencing similar topics