I believe this exchange went:
Curchill - "Madam your ARE ugly!"
Lady Astor "Winston... I do believe you're drunk!"
Curchill -"I may be drunk but in the morning you'll still be ugly".
Winston replied, "Yes, I am very very drunk. And you are very very ugly. And in the morning, I shall be sober."
Regards, Ivan