Michelle Wastl

Machine Translation Models are Zero-Shot Detectors of Translation Direction

Detecting the translation direction of parallel text has applications for machine translation training and evaluation, but also has forensic applications, such as resolving plagiarism or forgery allegations. In this work, we explore an unsupervised approach to translation direction detection based o…