Tera-scale translation models via pattern matching

Tera-scale translation models via pattern matching (2008)

by Adam Lopez

Venue:	IN PROC. OF COLING
Citations:	6 - 2 self

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Datum	Value	Source
TITLE	Tera-scale translation models via pattern matching	user correction
AUTHOR NAME	Adam Lopez	user correction
AUTHOR AFFIL	School of Informatics, University of Edinburgh	user correction
AUTHOR ADDR	10 Crichton Street, Edinburgh EH8 9AB, United Kingdom	user correction
ABSTRACT	Translation model size is growing at a pace that outstrips improvements in computing power, and this hinders research on many interesting models. We show how an algorithmic scaling technique can be used to easily handle very large models. Using this technique, we explore several large model variants and show an improvement 1.4 BLEU on the NIST 2006 Chinese-English task. This opens the door for work on a variety of models that are much less constrained by computational limitations.	user correction
YEAR	2008	user correction
VENUE	IN PROC. OF COLING	user correction
VENUE TYPE	CONFERENCE	INFERENCE
PAGES	505--512	INFERENCE
CITATIONS	26 found	ParsCit 1.0