showing 2 related works from this author
Risks in neural machine translation
2020
Abstract The new paradigm of neural machine translation is leading to profound changes in the translation industry. Surprisingly good results have led to high expectations; however, there are substantial risks that have not yet been sufficiently taken into account. Risks exist on three levels: first, what kind of damage can clients and end users incur in safety-critical domains if the NMT result contains errors; second, who is liable for damage caused by the use of NMT; third, what cyber risks can the use of NMT entail, especially when free online engines are used. When establishing sustainable measures to reduce such risks, we also need to consider general principles of human behaviour if …
Of ostriches, pyramids, and Swiss cheese
2018
Abstract Risk management for translations is a relatively new topic in translation science. Damages caused by translation errors can have grave consequences for all agents involved in the translation process, especially in safety-critical sectors. In these sectors, effective models and instruments for risk mitigation have long been established, with near-misses management being one of the most effective instruments. In this paper, we examine the structure of damages caused by translation errors and compare them to the structure of damages in safety-critical sectors in general. We find that damages caused by translation errors in safety-critical sectors are comparable to damages in safety-cr…