They were taken to St. Joseph's Hospital in Paterson.
The accident happened around 1:20 p.m. Thursday.
The building under construction is an as-yet unnamed six-story residence hall. It was not immediately clear how high the workers were when the accident happened.
The cause is under investigation.
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