The woman was identified Tyler Marie Thorpe, 26, of the Bronx. Police said she was using the fire escape to access a rooftop party when she fell and landed in a courtyard.
The Post said that Thorpe was born in New York City but moved to Huntington when she was 11.
The fall occurred about 1 am Friday at a building on East 28th Street.
No further information was immediately available.