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ACL
2006
13 years 9 months ago
Scalable Inference and Training of Context-Rich Syntactic Translation Models
Statistical MT has made great progress in the last few years, but current translation models are weak on re-ordering and target language fluency. Syntactic approaches seek to reme...
Michel Galley, Jonathan Graehl, Kevin Knight, Dani...
LREC
2010
152views Education» more  LREC 2010»
13 years 9 months ago
English-Spanish Large Statistical Dictionary of Inflectional Forms
The paper presents an approach for constructing a weighted bilingual dictionary of inflectional forms using as input data a traditional bilingual dictionary, and not parallel corp...
Grigori Sidorov, Alberto Barrón-Cedeñ...
AWIC
2005
Springer
14 years 1 months ago
Towards a Multilingual QA System Based on the Web Data Redundancy
This paper explores the feasibility of a multilingual question answering approach based on the Web redundancy. The paper introduces a system prototype that combines a translation m...
Rita M. Aceves-Pérez, Luis Villaseño...
MT
2010
96views more  MT 2010»
13 years 6 months ago
Monte Carlo techniques for phrase-based translation
Recent advances in statistical machine translation have used approximate beam search for NP-complete inference within probabilistic translation models. We present an alternative ap...
Abhishek Arun, Barry Haddow, Philipp Koehn, Adam L...
ACL
2011
12 years 11 months ago
An Unsupervised Model for Joint Phrase Alignment and Extraction
We present an unsupervised model for joint phrase alignment and extraction using nonparametric Bayesian methods and inversion transduction grammars (ITGs). The key contribution is...
Graham Neubig, Taro Watanabe, Eiichiro Sumita, Shi...