Stochastic language generation using WIDL - Expressions and its application in machine translation and summarization

Stochastic language generation using WIDL - Expressions and its application in machine translation and summarization (2006)

by Radu Soricut

Venue:	in Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL
Citations:	4 - 0 self

Datum	Value	Source
TITLE	Stochastic language generation using WIDL - Expressions and its application in machine translation and summarization	INFERENCE
AUTHOR NAME	Radu Soricut	SVM HeaderParse 0.2
AUTHOR AFFIL	Information Sciences Institute; University of Southern California	SVM HeaderParse 0.2
AUTHOR ADDR	4676 Admiralty Way, Suite 1001; Marina del Rey, CA 90292	SVM HeaderParse 0.2
ABSTRACT	We propose WIDL-expressions as a flexible formalism that facilitates the integration of a generic sentence realization system within end-to-end language processing applications. WIDL-expressions represent compactly probability distributions over finite sets of candidate realizations, and have optimal algorithms for realization via interpolation with language model probability distributions. We show the effectiveness of a WIDL-based NLG system in two sentence realization tasks: automatic translation and headline generation. 1	SVM HeaderParse 0.2
YEAR	2006	INFERENCE
VENUE	in Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL	INFERENCE
VENUE TYPE	CONFERENCE	INFERENCE
CITATIONS	22 found	ParsCit 1.0