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ACL
2006
15 years 5 months ago
Minimum Risk Annealing for Training Log-Linear Models
When training the parameters for a natural language system, one would prefer to minimize 1-best loss (error) on an evaluation set. Since the error surface for many natural languag...
David A. Smith, Jason Eisner
CICLING
2009
Springer
16 years 4 months ago
Enriching Statistical Translation Models Using a Domain-Independent Multilingual Lexical Knowledge Base
This paper presents a method for improving phrase-based Statistical Machine Translation systems by enriching the original translation model with information derived from a multilin...
Miguel García, Jesús Giménez,...
ICDS
2007
IEEE
15 years 10 months ago
Automatic Acquisition of Translation Knowledge Using Structural Matching Between Parse Trees
— In this paper we present a rule-based formalism for the representation, acquisition, and application of translation knowledge. The formalism is being used successfully in a Jap...
Werner Winiwarter
LREC
2010
191views Education» more  LREC 2010»
15 years 5 months ago
The SignSpeak Project - Bridging the Gap Between Signers and Speakers
The SignSpeak project will be the first step to approach sign language recognition and translation at a scientific level already reached in similar research fields such as automat...
Philippe Dreuw, Hermann Ney, Gregorio Martinez, On...
ICASSP
2009
IEEE
15 years 10 months ago
An EM algorithm for SCFG in formal syntax-based translation
In this paper, we investigate the use of bilingual parsing on parallel corpora to better estimate the rule parameters in a formal syntax-based machine translation system, which ar...
Songfang Huang, Bowen Zhou