The song's lyrics are actually the first stanza of the Jabberwocky poem by Lewis Carroll, from the book Through the Looking-Glass (an early rendition of Alice in Wonderland).
And the slithy toves
Did gyre and gimble in the wabe,
All mimsy were the borogoves
And the mome raths outgrabe.