English was finance minister last June when he vetoed former Labour MP Sue Moroney's bill to extend paid parental leave, saying it would put too much pressure on Government finances.
But he said the party always supported extending it when conditions allowed.
Prime Minister Jacinda Ardern said legislation will be introduced into the House tomorrow.
"This is a key part of our Families Package and one all three parties of government have been proud to support because it's the right thing to do.
"We want children to have the best start in life. Evidence shows having a parent at home as long as possible to care for a child provides a huge benefit for that child's development."
Ardern said about 28,000 parents get 18 weeks of paid parental leave - one of the lowest in the OECD.