The purpose of the project is to explore a new family of grammatical inference algorithms, based on the use of string kernels. These algorithms are capable of efficiently learning some languages that are context sensitive, including many linguistically interesting examples of mildly context sensitive languages. The project started on November 1st 2005, and finished at the end of October 2006. It is a collaboration between Royal Holloway and EURISE.