No, if the government was to pay some, the EI premiums would not go up. If some of the businesses that pay no money now in taxes, with their offshore accounts, were to pay taxes the way the rest of us do, the way the workers pay taxes, we wouldn't have this problem.
On March 9th, 2021. See this statement in context.