How do I add new entities to the EL system?

Thanks for the fantastic paper and this repository. The code certainly lives up to the claims made in the paper and quickly processes a piece of text!

Is there a way to add new entities to the EL system? Especially if one can't calculate the entity-mention prior?

Thanks!