The general consensus in the field for the definition of a cure is HBsAg-negative (and, for some definitions, Anti-HBs-positive).
Correct, there is still virus in the liver in this case. But with low virus in the blood, the risk of transmission is very low and liver damage is usually less likely to happen.
Yes, about 1% of people with chronic HBV infection clear the virus naturally per year.