West Yorkshire Police were called to Leeds Road at 7.20pm on Saturday.
A 23-year-old man and a 22-year-old woman had been assaulted.
Yorkshire Ambulance Service were also called and the woman was treated for her injuries at the scene.
Enquiries are ongoing into the incident, a West Yorkshire Police spokesman said.
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