45 search results - page 4 / 9 » Learning to Translate with Source and Target Syntax |
97
Voted
NAACL
2007
15 years 4 months ago
2007
We present a novel machine translation framework based on kernel regression techniques. In our model, the translation task is viewed as a string-to-string mapping, for which a reg...
113
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ATAL
2008
Springer
15 years 4 months ago
2008
Springer
The aim of transfer learning is to accelerate learning in related domains. In reinforcement learning, many different features such as a value function and a policy can be transfer...
106
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COLING
2000
15 years 3 months ago
2000
This paper describes a self-modelling, incremental algorithm for learning translation rules from existing bilingual corpora. The notions of supracontext and subcontext are extende...
127
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EMNLP
2010
15 years 18 days ago
2010
In this paper, we present a novel approach to enhance hierarchical phrase-based machine translation systems with linguistically motivated syntactic features. Rather than directly ...
133
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KES
2005
Springer
15 years 8 months ago
2005
Springer
This paper presents a new learning method for automatic acquisition of translation knowledge from parallel corpora. We apply this learning method to automatic extraction of bilingu...