TITLE: SignBank+: Multilingual Sign Language Translation Dataset 

ABSTRACT: This work advances the field of sign language machine translation by focusing
on dataset quality and simplification of the translation system. We introduce
SignBank+, a clean version of the SignBank dataset, optimized for machine
translation. Contrary to previous works that employ complex factorization
techniques for translation, we advocate for a simplified text-to-text
translation approach. Our evaluation shows that models trained on SignBank+
surpass those on the original dataset, establishing a new benchmark and
providing an open resource for future research.
This work advances the field of sign language machine translation by focusing
on dataset quality and simplification of the translation system. We introduce
SignBank+, a clean version of the SignBank dataset, optimized for machine
translation. Contrary to previous works that employ complex factorization
techniques for translation, we advocate for a simplified text-to-text
translation approach. Our evaluation shows that models trained on SignBank+
surpass those on the original dataset, establishing a new benchmark and
providing an open resource for future research.
SignBank+: Multilingual Sign Language Translation Dataset
http://arxiv.org/abs/2309.11566v1