It's probably a frame geometry / weight distribution thing. I eventually had to scrap the frame I was riding when I had this problem... but anything you can do to get weight off your arms is a good start. Raise your bars a bit, tilt your saddle a degree or two, watch how tightly you grip the bar, and do a LOT of situps to build core strength so your torso offers more support and your arms can work less...