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cs.CL2026
SignFLIP: A Unified Model for Sign Language Translation and Generation via Stage-wise Alignment at Scale
Zhaoyi An, Sihan Tan, Youngbae Hwang +2
Sign language translation and generation share the goal of bidirectional alignment between text and sign representations. However, existing approaches either treat them as isolated…
cs.CL2025
Teach Me Sign: Stepwise Prompting LLM for Sign Language Production
Zhaoyi An, Rei Kawakami
Large language models, with their strong reasoning ability and rich knowledge, have brought revolution to many tasks of AI, but their impact on sign language generation remains lim…