Machine Translation

European Language Equality, Report on Europe's Sign Languages

This report on Europe's Sign Languages is part of a series of language deliverables developed within the framework of the European Language Equality (ELE) project. The series seeks to not only delineate the current state of affairs for each European …

Neural Machine Translation Methods for Translating Text to Sign Language Glosses

State-of-the-art techniques common to low resource Machine Translation (MT) are applied to improve MT of spoken language text to Sign Language (SL) glosses. In our experiments, we improve the performance of the transformer-based models via (1) data …

A Linguistically Motivated Test Suite to Semi-Automatically Evaluate German–English Machine Translation Output

This paper presents a fine-grained test suite for the language pair German–English. The test suite is based on a number of linguistically motivated categories and phenomena and the semi-automatic evaluation is carried out with regular expressions. We …