Eleven other residents were injured in the fire that appeared to have broken out early in the morning in a room on the building's third floor, according to local television.
The cause of the fire was not known. Some 50 people were reportedly staying in dormitory-style accommodation on the second and third floors at the time.
The building did not have a sprinkler system. Most of the dormitory's guests were temporary workers.