Will hypoglycemia symptoms go away if a beta blocker is stopped?

No. Hypoglycemia symptoms are masked by beta blockers so stopping the beta blockers will actually make hypoglycemia symptoms more prominent.
Hypoglycemia. Beta blockers may mask the rapid heart rate in response to hypoglycemia.