Hey—we've moved. Visit
The Keyword
for all the latest news and stories from Google
Official Blog
Insights from Googlers into our products, technology, and the Google culture
The machines do the translating
August 22, 2005
Posted by Franz Och, Research Scientist
This year, Google entered the
National Institute of Standards and Technology (NIST) Machine Translation evaluation
, an event that has taken place annually since 2001 to support research in this area and to improve the state of the art. Participants included university labs, industrial labs, government labs and commercial machine translation companies from all over the world.
Our approach was to use statistical translation models learned from parallel text, that is, sets of documents and their translations. The system learns a model automatically from the parallel data. This approach differs from the rule-based approach used by many existing commercial machine translation companies which is based on large sets of handwritten translation rules.
We're very pleased with the results
of this evaluation. Our computing infrastructure allows us to do a lot of experiments and work with huge data sets very easily.
Labels
accessibility
41
acquisition
26
ads
131
Africa
19
Android
58
apps
419
April 1
4
Asia
39
books + book search
48
commerce
12
computing history
7
crisis response
33
culture
12
developers
120
diversity
35
doodles
68
education and research
144
entrepreneurs at Google
14
Europe
46
faster web
16
free expression
61
google.org
73
googleplus
50
googlers and culture
202
green
102
Latin America
18
maps and earth
194
mobile
124
online safety
19
open source
19
photos
39
policy and issues
139
politics
71
privacy
66
recruiting and hiring
32
scholarships
31
search
505
search quality
24
search trends
118
security
36
small business
31
user experience and usability
41
youtube and video
140
Archive
2016
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2015
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2014
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2013
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2012
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2011
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2010
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2009
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2008
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2007
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2006
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2005
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Mar
Feb
Jan
2004
Dec
Nov
Oct
Sep
Aug
Jul
Jun
May
Apr
Feed
Google
on
Follow @google
Follow
Give us feedback in our
Product Forums
.
Follow
