2 papers
cs.CV2025
RVLF: A Reinforcing Vision-Language Framework for Gloss-Free Sign Language Translation
Zhi Rao, Yucheng Zhou, Benjia Zhou +3
Gloss-free sign language translation (SLT) is hindered by two key challenges: **inadequate sign representation** that fails to capture nuanced visual cues, and **sentence-level sem…
cs.CL2024
Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models
Yucheng Zhou, Zhi Rao, Jun Wan +1
Large Vision-Language Models (LVLMs) excel in cross-model tasks but experience performance declines in long-context reasoning due to overreliance on textual information and reduced…