Can I remove duplicate rows ?

Yes, using the ROWID field. The ROWID is guaranteed unique. There are many variations on this theme, but the logic is to delete all but one record for each key value.
delete from EMP E
where not E.ROWID = (
select min(F.ROWID)
from EMP F
where F.EMP_ID = E.EMP_ID
);