Name
Abstract | ||
|---|---|---|
In this paper, we proposed a method to incorporate syntax-based language models in phrase-based statistical machine translation (SMT) systems. The language model that we used is based on link grammar, which is a high lexical formalism. In order to apply language models based on link grammar in phrase-based models, we brought out the concept of linked phrases, which is an extension of the concept of traditional phrases in phrase-based models. Experiments were carried out and the results showed that the use of syntax-based language models could improve the performance of the phrase-based models greatly. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/ISKE.2008.4731040 | Intelligent System and Knowledge Engineering, 2008. ISKE 2008. 3rd International Conference |
Keywords | DocType | Volume |
computational linguistics,smt models,syntax-based language models,phrase-based models,high lexical formalism,statistical machine translation,language translation,link grammar,intelligent systems,language model,knowledge engineering,couplings,computational modeling,data mining,writing | Conference | 1 |
Issue | ISSN | ISBN |
null | null | 978-1-4244-2197-8 |
Citations | PageRank | References |
0 | 0.34 | 13 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| CHEN Yi-dong | 1 | 106 | 27.34 |
| XiaoDong Shi | 2 | 0 | 0.34 |
| Changle Zhou | 3 | 233 | 50.24 |
| Q. Y. Hong | 4 | 50 | 15.79 |