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Example-Based Machine Translation from Text to a Hierarchical Representation of Sign Language. (arXiv:2205.03314v1 [cs.CL])
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 example hierarchical language machine machine translation representation text translation