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cs.CL2026
OneSign: Unifying Sign Language Understanding Tasks with One Model
Shiwei Gan, Yafeng Yin, Xiao Liu +3
SLU encompasses a diverse set of tasks, including ISLR, CSLR, and SLT. Although these tasks share basic semantic and linguistic foundations, they are typically addressed with task-…
cs.CL2026
Bridging the Gap Between Semantics and Reconstruction:Unifying Sign Language Translation and Production
Xiao Liu, Shiwei Gan, Yafeng Yin +5
Recent advances in sign language (SL) research have shown a trend toward unifying multiple sign language understanding (SLU) subtasks, such as isolated sign language recognition (I…