adaptNMT: an open-source, language-agnostic development environment for Neural Machine Translation

arXiv:2403.02367v1 Announce Type: new
Abstract: adaptNMT streamlines all processes involved in the development and deployment of RNN and Transformer neural translation models. As an open-source application, it is designed for both technical and non-technical users who work in the field of machine translation. Built upon the widely-adopted OpenNMT ecosystem, the application is particularly useful for new entrants to the field since the setup of the development environment and creation of train, validation and test splits is greatly simplified. Graphing, embedded …

abstract application arxiv cs.ai cs.cl deployment development ecosystem environment language machine machine translation neural machine translation processes rnn technical transformer translation type work