Author

Sanglu Lu

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Preprint Aug 2026

SignLlama: Enhancing Gloss-free Sign Language Translation by Prioritizing Visual Features for LLMs

Large Language Models (LLMs) have achieved remarkable success across a wide range of tasks. However, fine-tuning LLMs for Gloss-Free Sign Language Translation (GFSLT) remains a challenge. In this paper, we investigate how to effectively adapt LLMs to the GFSLT task. We show that there are two key issues that need to be...

Shi-Wei Gan, Xiao Liu, Ya-Feng Yin et al. · 1 citation

Learning Effective Sign Features without Text for Gloss-free Sign Language Translation

Shi-Wei Gan, Xiao Liu, Ya-Feng Yin et al. · 2 citations