The attack happed at 2:30 on Monday morning at West 96th and Riverside Drive, near the Dinosaur Playground.
The circumstances were not released by police.
The 19-year-old woman was taken to St. Luke's Hospital in stable condition.
No arrests have been made as the investigation is continuing.
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