2014/02/01 · The goal of the proposed cost-sensitive AL framework is to obtain high translation quality with as few user effort as possible. Therefore, the ...

Active learning is one such method, as it allows us to choose which instances should be annotated, based on some criterion that measures their ...

We propose a cost-sensitive active learning framework for computer-assisted translation whose goal is to make the translation process as painless as possible.

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Cost-sensitive active learning for computer-assisted translation. J González-Rubio, F Casacuberta. Pattern Recognition Letters 37, 124-134, 2014. 22, 2014.

This paper provides the first experimental study of an active learning (AL) scenario for interactive machine translation (IMT).

Abstract. This paper describes a pilot study with a computed-assisted translation workbench aiming at testing the integration of online and active learning ...

Integrating Online and Active Learning in a Computer-Assisted Translation Workbench ... Cost-sensitive active learning for computer-assisted translation. Article.

Cost-sensitive active learning for computer-assisted translation. J González-Rubio, F Casacuberta. Pattern Recognition Letters 37, 124-134, 2014. 22, 2014.

Our experiments on different language pairs and feedback settings show that using active learning allows us to converge on the best Machine Translation systems ...