UCL logo

UCL Discovery

UCL home » Library Services » Electronic resources » UCL Discovery

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.

Full text not available from this repository.


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.

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

Archive Staff Only: edit this record