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The integration of syntactic parsing and semantic role labeling

Published 1 January 2005Open access
Szu-ting Yi, Martha Palmer
Citations31
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TL;DR

This paper describes a system for the CoNLL-2005 Shared Task on Semantic Role Labeling that trained two parsers with the training corpus in which the semantic argument information is attached to the constituent labels, and used the resulting parse trees as the input of the pipelined SRL system.

Abstract

This paper describes a system for the CoNLL-2005 Shared Task on Semantic Role Labeling. We trained two parsers with the training corpus in which the semantic argument information is attached to the constituent labels, we then used the resulting parse trees as the input of the pipelined SRL system. We present our results of combining the output of various SRL systems using different parsers.

Keywords

Computer Science