Kenneth G. Wilson (1923). The Columbia Guide to Standard American English. 1993.
au contraire
is a borrowed French phrase meaning on the contrary. It may seem to add class but it is more likely to sound precious, as foreign phrases often can. On the contrary is clear and unpretentious and therefore better for nearly all purposes. See also FOREIGN PHRASES.