Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation
Signer-fold cross-validation on GFSLT-VLP, GASLT, and SignCL, three leading, publicly available, gloss-free SLT models, on CSL-Daily and PHOENIX14T indicates that signer-dependent evaluation can substantially overestimate SLT capability.
Keren Artiaga, Sabyasachi Kamila, Haithem Afli et al.
· Conference on Empirical Meth... · 0 citations