1 citations · 1 across the 4 of their papers we have counts for
6 papers
Machine Translation for Sign Languages
Ozge Mercanoglu Sincan, Anton Pelykh, Edward Fish +7
Sign language machine translation has progressed substantially over the past decade, evolving from isolated sign recognition to end-to-end translation systems. Advances in pose est…
Beyond BLEU: A Case for Redefining Sign Language Translation Benchmarks
Oline Ranum, Edward Fish, Simon Hadfield +1
BLEU-4 is the standard metric for evaluating sign language translation (SLT), but spoken-language metrics may not adequately reflect sign language proficiency. The multimodal, low-…
BackTranslation2.0 -- A Linguistically Motivated Metric to Assess Sign Language Production
Oliver Cory, Maksym Ivashechkin, Karahan Sahin +6
Sign Languages (SLs) are the primary means of communication for millions of deaf individuals, yet existing evaluation metrics for generated SL remain simplistic and poorly aligned…
What's the Point? Spatial Grammar & Index Resolution for Sign Language Processing
Oline Ranum, Simon Hadfield, Richard Bowden
Sign language models are predominantly trained with gloss-sequence or text supervision, thereby under-modeling non-lexical and productive constructions. One comparatively tractable…
The NGT200 Dataset: Geometric Multi-View Isolated Sign Recognition
Oline Ranum, David R. Wessels, Gomer Otterspeer +3
Sign Language Processing (SLP) provides a foundation for a more inclusive future in language technology; however, the field faces several significant challenges that must be addres…
3D-LEX v1.0: 3D Lexicons for American Sign Language and Sign Language of the Netherlands
Oline Ranum, Gomer Otterspeer, Jari I. Andersen +2
In this work, we present an efficient approach for capturing sign language in 3D, introduce the 3D-LEX v1.0 dataset, and detail a method for semi-automatic annotation of phonetic p…