Semantic role labeling via integer linear programming inference

Semantic role labeling via integer linear programming inference (2004)

by Vasin Punyakanok , Dan Roth , Wen-tau Yih , Dav Zimak

Venue:	In Proceedings of COLING-04
Citations:	62 - 18 self

Datum	Value	Source
TITLE	Semantic role labeling via integer linear programming inference	INFERENCE
AUTHOR NAME	Vasin Punyakanok	SVM HeaderParse 0.2
AUTHOR AFFIL	Department of Computer Science; University of Illinois at Urbana-Champaign	SVM HeaderParse 0.2
AUTHOR NAME	Dan Roth	SVM HeaderParse 0.2
AUTHOR AFFIL	Department of Computer Science; University of Illinois at Urbana-Champaign	SVM HeaderParse 0.2
AUTHOR NAME	Wen-tau Yih	SVM HeaderParse 0.2
AUTHOR AFFIL	Department of Computer Science; University of Illinois at Urbana-Champaign	SVM HeaderParse 0.2
AUTHOR NAME	Dav Zimak	SVM HeaderParse 0.2
AUTHOR AFFIL	Department of Computer Science; University of Illinois at Urbana-Champaign	SVM HeaderParse 0.2
ABSTRACT	We present a system for the semantic role labeling task. The system combines a machine learning technique with an inference procedure based on integer linear programming that supports the incorporation of linguistic and structural constraints into the decision process. The system is tested on the data provided in the CoNLL-2004 shared task on semantic role labeling and achieves very competitive results. 1	SVM HeaderParse 0.2
YEAR	2004	INFERENCE
VENUE	In Proceedings of COLING-04	INFERENCE
VENUE TYPE	CONFERENCE	INFERENCE
PAGES	1346--1352	INFERENCE
CITATIONS	21 found	ParsCit 1.0