Do I have to serve a self-represented party in paper for a P2E case types?

Yes. NJ licensed attorneys in good standing are required to submit filings in P2E case types electronically and provide paper copies to the self-represented litigant unless all parties have agreed upon electronic service; acknowledgement of the same would be done by filing a letter or via communication with the case manager.