Improving Gloss-free Sign Language Translation by Reducing Representation Density

Neural Information Processing Systems 

Gloss-free sign language translation (SLT) aims to develop well-performing SLT systems with no requirement for the costly gloss annotations, but currently still lags behind gloss-based approaches significantly.