Publication: Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting
Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting
Date
Date
Date
Citations
Jiang, Z., Moryossef, A., Müller, M., & Ebling, S. (2023). Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting. 1706–1724. https://doi.org/10.18653/v1/2023.findings-eacl.127
Abstract
Abstract
Abstract
This paper presents work on novel machine translation (MT) systems between spoken and signed languages, where signed languages are represented in SignWriting, a sign language writing system. Our work seeks to address the lack of out-of-the-box support for signed languages in current MT systems and is based on the SignBank dataset, which contains pairs of spoken language text and SignWriting content. We introduce novel methods to parse, factorize, decode, and evaluate SignWriting, leveraging ideas from neural factored MT. In a bilingua
Metrics
Downloads
Views
Additional indexing
Creators (Authors)
- Moryossef, Amit
- Ebling, Sarah
Event Title
Event Title
Event Title
Event Location
Event Location
Event Location
Event Country
Event Country
Event Country
Event Start Date
Event Start Date
Event Start Date
Event End Date
Event End Date
Event End Date
Page range/Item number
Page range/Item number
Page range/Item number
Page end
Page end
Page end
Item Type
Item Type
Item Type
Dewey Decimal Classifikation
Dewey Decimal Classifikation
Dewey Decimal Classifikation
Language
Language
Language
Date available
Date available
Date available
OA Status
OA Status
OA Status
Publisher DOI
Metrics
Downloads
Views
Citations
Jiang, Z., Moryossef, A., Müller, M., & Ebling, S. (2023). Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting. 1706–1724. https://doi.org/10.18653/v1/2023.findings-eacl.127
