We incorporate these penalties into ψ b by introducing a binding agreement penalty, α(b), as follows: The remaining penalty functions model binding fertility.
we assign a penalty for each unassigned gesture and reference, ψ g (g) and ψ r (r) respectively, that reflect our desire for the algorithm to produce bindings.