375 search results - page 36 / 75 » Modeling with Structures in Statistical Machine Translation |
COLING
2010
13 years 2 months ago
2010
In this paper we look at the problem of cleansing noisy text using a statistical machine translation model. Noisy text is produced in informal communications such as Short Message...
LREC
2010
13 years 9 months ago
2010
We present the methodology that underlies new metrics for semantic machine translation evaluation that we are developing. Unlike widely-used lexical and n-gram based MT evaluation...
LREC
2010
13 years 9 months ago
2010
Statistical machine translation (SMT) requires a large parallel corpus, which is available only for restricted language pairs and domains. To expand the language pairs and domains...
ICML
2008
IEEE
14 years 8 months ago
2008
IEEE
Structured models often achieve excellent performance but can be slow at test time. We investigate structure compilation, where we replace structure with features, which are often...
EMNLP
2010
13 years 5 months ago
2010
Extant Statistical Machine Translation (SMT) systems are very complex softwares, which embed multiple layers of heuristics and embark very large numbers of numerical parameters. A...