A discriminative model for tree-to-tree translation

A discriminative model for tree-to-tree translation (2006)

by Brooke Cowan , Michael Collins

Venue:	In Proceedings of the EMNLP
Citations:	9 - 0 self

Datum	Value	Source
TITLE	A discriminative model for tree-to-tree translation	INFERENCE
AUTHOR NAME	Brooke Cowan	SVM HeaderParse 0.2
AUTHOR AFFIL	MIT CSAIL	SVM HeaderParse 0.2
AUTHOR NAME	Michael Collins	SVM HeaderParse 0.2
AUTHOR AFFIL	MIT CSAIL	SVM HeaderParse 0.2
ABSTRACT	This paper proposes a statistical, treeto-tree model for producing translations. Two main contributions are as follows: (1) a method for the extraction of syntactic structures with alignment information from a parallel corpus of translations, and (2) use of a discriminative, featurebased model for prediction of these targetlanguage syntactic structures—which we call aligned extended projections, or AEPs. An evaluation of the method on translation from German to English shows similar performance to the phrase-based model of Koehn et al. (2003). 1	SVM HeaderParse 0.2
YEAR	2006	INFERENCE
VENUE	In Proceedings of the EMNLP	INFERENCE
VENUE TYPE	CONFERENCE	INFERENCE
PAGES	232--241	INFERENCE
CITATIONS	28 found	ParsCit 1.0