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cs.CL2025
Meaningful Pose-Based Sign Language Evaluation
Zifan Jiang, Colin Leong, Amit Moryossef +8
We present a comprehensive study on meaningfully evaluating sign language utterances in the form of human skeletal poses. The study covers keypoint distance-based, embedding-based,…
cs.CL2025
Using Sign Language Production as Data Augmentation to enhance Sign Language Translation
Harry Walsh, Maksym Ivashechkin, Richard Bowden
Machine learning models fundamentally rely on large quantities of high-quality data. Collecting the necessary data for these models can be challenging due to cost, scarcity, and pr…