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cs.CL2026
ODE-Based Transformer Decoders for Iterative Sign Language Translation
Tuğçe Kızıltepe, Hacer Yalim Keles
Sign language translation has achieved strong results with Transformer architectures, yet recent improvements largely rely on scaling model capacity at the cost of increased comput…
cs.CL2026
Gloss-Free Representation Learning for Cross-Dataset Sign Spotting
Oğuz Akif Tüfekcioğlu, Ezgi Ekin, Mustafa Kaan Çevik +1
Sign-language research for resource-constrained languages is often limited by the cost of dense linguistic labels such as glosses, temporal boundaries, and sign order. Broadcast ne…