"What does the ‘44th Parliament’ signify? "

The 44th Parliament was the 44th to be formed since the Australian Parliament first met in 1901. The Parliamentary Handbook has a list of dates for all the Parliaments.

diagram to help explain What does the ‘44th Parliament’ signify?