Invalid Zip Code Causes Server Error (GoogleGeoCoder)

[aaronbdixon]

If you pass in an address that has a Zip Code that does not exist you get the following server error: Value cannot be empty. Parameter name: types.

[jimbriam]

I'm running into this problem as well.
This is the address I'm attempting to geocode: 1 Robert Wood Johnson Hosp New Brunswick, NJ 08901 USA

[sschendel]

Same issue attempting to geocode this partial address: "miss, MO"