2024
The Key Points: Using Feature Importance to Identify Shortcomings in Sign Language Recognition Models
COLING 2024main
Pose estimation keypoints are widely used in sign language recognition (SLR) as a means of generalising to unseen signers. Despite the advantages of keypoints, SLR models struggle to achieve high recognition accuracy for many signed languages due to the large degree of variability between occurrence…