Nolan returned to Tyneside on Sunday to hit the winner for West Ham United.
Taylor said: "It was nice for him to come back. We are disappointed he got the goal, but we have just got to get on with it.
"He's a very good player and he's a goalscoring midfielder. I don't know how he hasn't had his chance for England."