At first read, no I wouldn't expect it. But I'm not one to keep a well-stocked fridge either.
As I stopped and really thought about your question, my answer doesn't change. It's unfortunate, but I can't see how the landlord should be held responsible.
And I hate this answer, because I'm a renter and I really wanted to side with the renter.