3 papers
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…
cs.AI2026
Sign Language Question Answering: A New Task, Benchmark, and Baseline for Sign Language Understanding
Shiwei Gan, Lichen Wang, Xiao Liu +4
Recent advances in sign language (SL) understanding (SLU) have led to remarkable progress in tasks such as continuous SL recognition and SL translation. However, these tasks are de…
cs.CV2025
Graph Network for Sign Language Tasks
Shiwei Gan, Yafeng Yin, Zhiwei Jiang +3
Recent advances in sign language research have benefited from CNN-based backbones, which are primarily transferred from traditional computer vision tasks (\eg object identification…