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EMNLP
2009
14 years 9 months ago
Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models
In this work, we propose two extensions of standard word lexicons in statistical machine translation: A discriminative word lexicon that uses sentence-level source information to ...
Arne Mauser, Sasa Hasan, Hermann Ney
ACL
2008
15 years 28 days ago
Applying Morphology Generation Models to Machine Translation
We improve the quality of statistical machine translation (SMT) by applying models that predict word forms from their stems using extensive morphological and syntactic information...
Kristina Toutanova, Hisami Suzuki, Achim Ruopp
COLING
1994
15 years 24 days ago
Coping With Ambiguity in a Large-Scale Machine Translation System
In an interlingual knowledge-based machine translation system, ambiguity arises when the source language analyzer produces more than one interlingua expression for a source senten...
Kathryn L. Baker, Alexander Franz, Pamela W. Jorda...
ACL
2006
15 years 27 days ago
Modelling Lexical Redundancy for Machine Translation
Certain distinctions made in the lexicon of one language may be redundant when translating into another language. We quantify redundancy among source types by the similarity of th...
David Talbot, Miles Osborne
INFORMATICALT
2002
134views more  INFORMATICALT 2002»
14 years 11 months ago
The Implementation of the Example-Based Machine Translation Technique for German-to-Polish Automatic Translation System
High-quality machine translation between human languages has for a long time been an unattainable dream for many computer scientists involved in this fascinating and interdisciplin...
Miroslaw Gajer