The Challenges of Natural Language Processing

There's a lot of things that to do in sign languages that we don't have a way of expressing in the same way. The main challenge has been historically natural language processing has really focused on text based tasks. Some folks did some work to translate visual recordings of sign language into sign writing, which then makes it so that you can actually do NLP again using all the standard techniques.