I was only on it for about 2 weeks, so I can't say if it improves. That ravenous hunger would wake me up and have me eating canned tomatoes over the sink at 3am. Weird side-effect.
As I understand it, that effect is caused by the drug blocking the histamine-1 receptor. I could be wrong (not a doctor) but most receptors seem to adjust their sensitivity or population in the continued presence of a drug. So, theoretically, your body should adjust to it.
However, I'm on doxepin, which also blocks H-1 pretty strongly, and while the weight gain has slowed over a year it hasn't completely stopped. I'm transitioning onto another med now.