252 search results - page 20 / 51 » A Phrase-based Unigram Model for Statistical Machine Transla... |
TASLP
2008
13 years 7 months ago
2008
HMM-based models are developed for the alignment of words and phrases in bitext. The models are formulated so that alignment and parameter estimation can be performed efficiently....
EMNLP
2006
13 years 8 months ago
2006
We introduce SPMT, a new class of statistical Translation Models that use Syntactified target language Phrases. The SPMT models outperform a state of the art phrase-based baseline...
ACL
2004
13 years 8 months ago
2004
The parameters of statistical translation models are typically estimated from sentence-aligned parallel corpora. We show that significant improvements in the alignment and transla...
EMNLP
2009
13 years 5 months ago
2009
Current system combination methods usually use confusion networks to find consensus translations among different systems. Requiring one-to-one mappings between the words in candid...
COLING
2008
13 years 8 months ago
2008
This paper proposes a novel lexicalized approach for rule selection for syntax-based statistical machine translation (SMT). We build maximum entropy (MaxEnt) models which combine ...