2012 · 47 citations · 12 references
HumanitiesLinguisticsTranslation StudiesDescriptive Translation StudiesPsycholinguisticsTranslation TheoryCognitive LoadInterpreting Cognitive LoadPost-production EditingTranslation EditingTranslation Process ResearchCase Study EvaluationCognitive Effort In Post-editingCognitive Processes In TranslationEffort IntensityExplanatory Case StudyPause TimingPost-editing Effort MeasurementPost-editing Time Analysis
Pauses are known to be good indicators of cognitive demand in monolingual language production and in translation. However, a previous effort by O’Brien (2006) to establish an analogous relationship in post-editing did not produce the expected result. In this case study, we introduce a metric for pause activity, the average pause ratio, which is sensitive to both the number and duration of pauses. We measured cognitive effort in a segment by counting the number of complete editing events. We found that the average pause ratio was higher for less cognitively demanding segments than for more cognitively demanding segments. Moreover, this effect became more pronounced as the minimum threshold for pause length was shortened.
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Estimating the Sentence-Level Quality of Machine Translation Systems
Lucia Specia, Marco Turchi, Nicola Cancedda et al. · 2009 · 219 citations
Computing, Computer Science, Corpus-based Translation Studies +12
Towards predicting post-editing productivity
Sharon O’Brien · Machine Translation · 2011 · 121 citations · Full text