105 search results - page 3 / 21 » Exploitation of Machine Learning Techniques in Modelling Phr... |
ACL
2010
13 years 2 months ago
2010
Several attempts have been made to learn phrase translation probabilities for phrasebased statistical machine translation that go beyond pure counting of phrases in word-aligned t...
ACL
2008
13 years 6 months ago
2008
In this paper, we propose a linguistically annotated reordering model for BTG-based statistical machine translation. The model incorporates linguistic knowledge to predict orders ...
ACL
2007
13 years 6 months ago
2007
Current phrase-based SMT systems perform poorly when using small training sets. This is a consequence of unreliable translation estimates and low coverage over source and target p...
EMNLP
2010
13 years 2 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...
COLING
2008
13 years 6 months ago
2008
Bracketing Transduction Grammar (BTG) is a natural choice for effective integration of desired linguistic knowledge into statistical machine translation (SMT). In this paper, we p...