Thank you, Brian for uploading the locator style again. And yes, it works in ArcGIS 10.2.
But I don't know if it's only my problem or other people have similar issue. It seems to geocode only addresses with a unit number, if not, it might not geocode? As an example, I've attached a file geodatabase here that contains the reference layer (AddressPoints), address table and the results of both Single House locator and Address With Unit locator. If you have time and don't mind, you can take a look?
Thank you very much for your time here.
Emily