Balancing User Effort and Translation Error in Interactive Machine Translation via Confidence Measures

@inproceedings{GonzlezRubio2010BalancingUE,
  title={Balancing User Effort and Translation Error in Interactive Machine Translation via Confidence Measures},
  author={Jes{\'u}s Gonz{\'a}lez-Rubio and Daniel Ortiz-Mart{\'i}nez and Francisco Casacuberta},
  booktitle={ACL},
  year={2010}
}
This work deals with the application of confidence measures within an interactivepredictive machine translation system in order to reduce human effort. If a small loss in translation quality can be tolerated for the sake of efficiency, user effort can be saved by interactively translating only those initial translations which the confidence measure classifies as incorrect. We apply confidence estimation as a way to achieve a balance between user effort savings and final translation error… CONTINUE READING

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