2 papers
cs.CL2026
Sign Language Recognition and Translation for Low-Resource Languages: Challenges and Pathways Forward
Nigar Alishzade, Gulchin Abdullayeva
Sign languages are natural, visual-gestural languages used by Deaf communities worldwide. Over 300 distinct sign languages remain severely low-resource due to limited documentation…
cs.CL2025
A Comparative Analysis of Recurrent and Attention Architectures for Isolated Sign Language Recognition
Nigar Alishzade, Gulchin Abdullayeva
This study presents a systematic comparative analysis of recurrent and attention-based neural architectures for isolated sign language recognition. We implement and evaluate two re…