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Kernel regression based machine translation

Wang, Z; Shawe-Taylor, J; Szedmak, S; (2007) Kernel regression based machine translation. Association for Computational Linguistics, Rochester, NY, USA East Stroudsburg, PA, USA.

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Abstract

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 regression type learning is employed with both the source and the target sentences embedded into their kernel induced feature spaces. We report the experiments on a French-English translation task showing encouraging results.

Type: Other
Title: Kernel regression based machine translation
Additional information: Imported via OAI, 7:29:01 20th Mar 2008
UCL classification: UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
URI: http://discovery.ucl.ac.uk/id/eprint/79197
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