Paper Info
Title
A robust combination strategy for semantic role labeling
Abstract
This paper focuses on semantic role labeling using automatically-generated syntactic information. A simple and robust strategy for system combination is presented, which allows to partially recover from input parsing errors and to significantly boost results of individual systems. This combination scheme is also very flexible since the individual systems are not required to provide any information other than their solution. Extensive experimental evaluation in the CoNLL-2005 shared task framework supports our previous claims. The proposed architecture outperforms the best results reported in that evaluation exercise.
Year
DOI
Venue
2005
10.3115/1220575.1220656
HLT/EMNLP
Keywords
DocType
Volume
individual system,previous claim,automatically-generated syntactic information,system combination,best result,robust combination strategy,conll-2005 shared task framework,combination scheme,extensive experimental evaluation,evaluation exercise,semantic role,proposed architecture,semantic role labeling
Conference
H05-1
Citations 
PageRank 
References 
11
0.92
12
Authors
4
Name
Order
Citations
PageRank
Màrquez, Lluís12149169.81
Mihai Surdeanu22582174.69
Pere Comas3464.25
Jordi Turmo430630.52