Type

Conference Proceedings

Authors

Qun Liu
Andy Way
Liangyou Li

Subjects

Linguistics

Topics
constrained english translation memory smt lattice combination statistical machine translation machine translating

Phrase-level combination of SMT and TM using constrained word lattice (2016)

Abstract Constrained translation has improved statistical machine translation (SMT) by combining it with translation memory (TM) at sentence-level. In this paper, we propose using a constrained word lattice, which encodes input phrases and TM constraints together, to combine SMT and TM at phrase-level. Experiments on English– Chinese and English–French show that our approach is significantly better than previous combination methods, including sentence-level constrained translation and a recent phrase-level combination.
Collections Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: ADAPT
Ireland -> Dublin City University -> Status = Published
Ireland -> Dublin City University -> Subject = Computer Science: Machine translating

Full list of authors on original publication

Qun Liu, Andy Way, Liangyou Li

Experts in our system

1
Qun Liu
Dublin City University
Total Publications: 31
 
2
Andy Way
Dublin City University
Total Publications: 229
 
3
Liangyou Li
Dublin City University
Total Publications: 9