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» Large Language Models in Machine Translation
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ACL
2012
13 years 2 months ago
Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining
Long-span features, such as syntax, can improve language models for tasks such as speech recognition and machine translation. However, these language models can be difficult to u...
Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur
JAIR
2006
155views more  JAIR 2006»
14 years 11 months ago
A Comparison of Different Machine Transliteration Models
Machine transliteration is a method for automatically converting words in one language into phonetically equivalent ones in another language. Machine transliteration plays an impo...
Jong-Hoon Oh, Key-Sun Choi, Hitoshi Isahara
EMNLP
2010
14 years 9 months ago
Training Continuous Space Language Models: Some Practical Issues
Using multi-layer neural networks to estimate the probabilities of word sequences is a promising research area in statistical language modeling, with applications in speech recogn...
Hai Son Le, Alexandre Allauzen, Guillaume Wisniews...
CICLING
2009
Springer
16 years 10 days ago
Exploiting Parallel Treebanks to Improve Phrase-Based Statistical Machine Translation
We use existing tools to automatically build two parallel treebanks from existing parallel corpora. We then show that combining the data extracted from both the treebanks and the ...
John Tinsley, Mary Hearne, Andy Way
CICLING
2006
Springer
15 years 3 months ago
Using N-Gram Models to Combine Query Translations in Cross-Language Question Answering
This paper presents a method for cross-language question answering. The method combines multiple query translations in order to improve the answering precision. The combination of ...
Rita M. Aceves-Pérez, Luis Villaseño...