It was written by Arthur Hammerstein and Dorothy Fields and became a popular standard. Many artists have covered the song over the years, including:
* Nat King Cole
* Ella Fitzgerald
* Frank Sinatra
* Diana Ross
If you're thinking of a more recent version, it's possible you're thinking of a different song with a similar title. Let me know if you can remember any more details about the song you're thinking of!