Translation of Multifaceted Data without Re-Training of Machine Translation Systems

arXiv:2404.16257v1 Announce Type: new
Abstract: Translating major language resources to build minor language resources becomes a widely-used approach. Particularly in translating complex data points composed of multiple components, it is common to translate each component separately. However, we argue that this practice often overlooks the interrelation between components within the same data point. To address this limitation, we propose a novel MT pipeline that considers the intra-data relation in implementing MT for training data. In our MT pipeline, all the …

abstract arxiv build components cs.ai cs.cl data however language language resources machine machine translation major multiple practice resources systems training translate translation type