It happened at Causeway Street in the town at about 11:15 BST on Tuesday. Police said a number of people, both male and female, were involved.
It is believed one man suffered head injuries and the other man a laceration to his head. Neither's injuries are thought to be life-threatening.
Police have appealed for witnesses to contact them.
Police are seeking two men after a woman suffered a serious sexual assault in north Armagh.The men, who were masked, entered her house in Drumbeg South in the Monbrief area of Craigavon at about 22:10 BST on Thursday and assaulted the woman.
She was taken to hospital for treatment after the attack.
Police have appealed for anyone with information about the assault to contact them.
