Sandy gave gave dog the dog gave bone a bone This paper does not consider stochastic dependency grammars directly, but see Section 8 for an application involving them.
it is straightforward to associate weights with dependencies, and since the dependencies are preserved by the transformations, obtain a weighted CFG.