164 search results - page 8 / 33 » Improved Word Alignment with Statistics and Linguistic Heuri... |
ACL
2012
13 years 23 hour ago
2012
This paper presents an unsupervised approach to learning translation span alignments from parallel data that improves syntactic rule extraction by deleting spurious word alignment...
76
Voted
EMNLP
2007
14 years 11 months ago
2007
We describe an approach to improve Statistical Machine Translation (SMT) performance using multi-lingual, parallel, sentence-aligned corpora in several bridge languages. Our appro...
83
Voted
COLING
2010
14 years 4 months ago
2010
We present an unsupervised word segmentation model for machine translation. The model uses existing monolingual segmentation techniques and models the joint distribution over sour...
85
Voted
COLING
2010
14 years 4 months ago
2010
While ITG has many desirable properties for word alignment, it still suffers from the limitation of one-to-one matching. While existing approaches relax this limitation using phra...
COLING
2010
14 years 4 months ago
2010
We show that unsupervised part of speech tagging performance can be significantly improved using likely substitutes for target words given by a statistical language model. We choo...