Modest Mouse singer/songwriter Isaac Brock seems to hate this song. When asked to play it at an Ugly Casanova (another band he has a hand in) concert, he responded, "I wouldn't play that, even for the band it was written for."
The song is about fistfights. In the old days, you could challenge someone to a fight by telling them to "Put up your dukes."