SignRAG: Unified Retrieval-Augmented Gloss-Free Sign Language Translation
Contemporary decoder-only large language models (LLMs) have demonstrated strong capabilities across a wide range of domains. However, existing pretraining paradigms for gloss-free sign language translation (SLT) are largely designed around conventional encoder-decoder pretrained language models, which limits their dire...
Zhi Rao, Yucheng Zhou, Qian-Ran Sun et al.
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