164 search results - page 1 / 33 » Improved Word Alignment with Statistics and Linguistic Heuri... |
EMNLP
2009
13 years 2 months ago
2009
We present a method to align words in a bitext that combines elements of a traditional statistical approach with linguistic knowledge. We demonstrate this approach for Arabic-Engl...
ACL
2007
13 years 6 months ago
2007
We present a general framework to incorporate prior knowledge such as heuristics or linguistic features in statistical generative word alignment models. Prior knowledge plays a ro...
AMTA
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. An adaptable statistical or hybrid MT system relies heavily on the quality of word-level alignments of real-world data. Statistical alignment approaches provide a reasona...
ACL
2010
13 years 2 months ago
2010
We present a novel method to improve word alignment quality and eventually the translation performance by producing and combining complementary word alignments for low-resource la...
ACL
2010
13 years 2 months ago
2010
This paper proposes to use monolingual collocations to improve Statistical Machine Translation (SMT). We make use of the collocation probabilities, which are estimated from monoli...