26 search results - page 2 / 6 » Fast and optimal decoding for machine translation |
112
Voted
ACL
2012
13 years 3 months ago
2012
We present a new open source toolkit for phrase-based and syntax-based machine translation. The toolkit supports several state-of-the-art models developed in statistical machine t...
103
Voted
EMNLP
2009
14 years 11 months ago
2009
System combination has emerged as a powerful method for machine translation (MT). This paper pursues a joint optimization strategy for combining outputs from multiple MT systems, ...
98
Voted
EMNLP
2009
14 years 11 months ago
2009
We propose a novel objective function for discriminatively tuning log-linear machine translation models. Our objective explicitly optimizes the BLEU score of expected n-gram count...
129
Voted
ACL
2010
14 years 11 months ago
2010
This paper presents a joint optimization method of a two-step conditional random field (CRF) model for machine transliteration and a fast decoding algorithm for the proposed metho...
87
Voted
ACL
2007
15 years 2 months ago
2007
Inspired by previous preprocessing approaches to SMT, this paper proposes a novel, probabilistic approach to reordering which combines the merits of syntax and phrase-based SMT. G...