Found a solution.

Took a flat blade screwdriver. Put it in the nock slot horizontally, and leveraged it both ways to bend the nock fins out then held it for a bit to let things stretch.

Nocks now slip on perfectly, hold an arrow vertically and release it with just a gentle tap.