作者位次 #6/8ACL 2026Poster· Natural Language Processing
SAME : Signer-Aware Mixture-of-Experts for Test-Time Adaptation in Sign Language Translation
Lujia Yang · Weicai Yan · Yongbo He · Qifei Zhang · Tao Jin · Jinshan Zhang · Meng Xi · Jianwei Yin
摘要
Sign language translation (SLT) is essential for bridging communication between the deaf and hearing communities, but real-world deployment suffers from domain shift such as signer variability, lighting, and background changes. Supervised fine-tuning is impractical due to limited labeled data, an...