From the 1 of 3 linked papers with an AI index.
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
The paper introduces Sign Language Question Answering (SLQA), a task where models answer natural language questions about sign language videos, and provides two benchmark datasets…
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…