Web: http://arxiv.org/abs/2205.03314

May 9, 2022, 1:11 a.m. | Élise Bertin-Lemée, Annelies Braffort, Camille Challant, Claire Danet, Michael Filhol

cs.CL updates on arXiv.org arxiv.org

This article presents an original method for Text-to-Sign Translation. It
compensates data scarcity using a domain-specific parallel corpus of alignments
between text and hierarchical formal descriptions of Sign Language videos in
AZee. Based on the detection of similarities present in the source text, the
proposed algorithm recursively exploits matches and substitutions of aligned
segments to build multiple candidate translations for a novel statement. This
helps preserving Sign Language structures as much as possible before falling
back on literal translations too …

arxiv hierarchical language machine machine translation representation text translation

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