Publication: Considerations for meaningful sign language machine translation based on glosses
Considerations for meaningful sign language machine translation based on glosses
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Müller, M., Jiang, Z., Moryossef, A., Rios, A., & Ebling, S. (2023). Considerations for meaningful sign language machine translation based on glosses (A. Rogers, J. Boyd-Graber, & N. Okazaki, Eds.; pp. 682–693). ACL Anthology. https://doi.org/10.18653/v1/2023.acl-short.60
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Automatic sign language processing is gaining popularity in Natural Language Processing (NLP) research (Yin et al., 2021). In machine translation (MT) in particular, sign language translation based on glosses is a prominent approach. In this paper, we review recent works on neural gloss translation. We find that limitations of glosses in general and limitations of specific datasets are not discussed in a transparent manner and that there is no common standard for evaluation. To address these issues, we put forward concrete recommendat
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- Moryossef, Amit
- Rios, Annette
- Ebling, Sarah
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Müller, M., Jiang, Z., Moryossef, A., Rios, A., & Ebling, S. (2023). Considerations for meaningful sign language machine translation based on glosses (A. Rogers, J. Boyd-Graber, & N. Okazaki, Eds.; pp. 682–693). ACL Anthology. https://doi.org/10.18653/v1/2023.acl-short.60
