If it is a abruptly slowing down it could be also a issue with the ignigion system or the spark plugs. But as it only showes up when you are accelerate not when you are cruising I don't think so. Maybe it's a problem with the throttle valve.
But please have a look at the air filters, not that they are full of dust.