9 search results - page 1 / 2 » Unsupervised Syntactic Alignment with Inversion Transduction... |
118
Voted
NAACL
2010
15 years 2 days ago
2010
Syntactic machine translation systems currently use word alignments to infer syntactic correspondences between the source and target languages. Instead, we propose an unsupervised...
102
Voted
NAACL
2010
15 years 2 days ago
2010
The class of Linear Inversion Transduction Grammars (LITGs) is introduced, and used to induce a word alignment over a parallel corpus. We show that alignment via Stochastic Bracke...
136
Voted
ACL
2011
14 years 5 months ago
2011
We present an unsupervised model for joint phrase alignment and extraction using nonparametric Bayesian methods and inversion transduction grammars (ITGs). The key contribution is...
88
Voted
ACL
2009
15 years 8 hour ago
2009
This work investigates supervised word alignment methods that exploit inversion transduction grammar (ITG) constraints. We consider maximum margin and conditional likelihood objec...
ACL
2010
15 years 6 days ago
2010
While Inversion Transduction Grammar (ITG) has regained more and more attention in recent years, it still suffers from the major obstacle of speed. We propose a discriminative ITG...