Secondly, we present a method for deriving a gradient (non-binary) measure of RA in situated dialog.
instead of first identifying REs and then resolving which entity they refer to, we treat all language in the dialog as being more or less referential, and use this gradual measure together with the referential semantics to derive which entity is being talked about.