Cleaning the throttle body will probably help. Just buy a can of spray throttle body cleaner (one that is safe for teflon), remove the air intake up to the tb, spray the cleaner into the tb with the engine running - stop when the engine bogs down, repeat until clean.
You can also adjust the tb plate, but I wouldn't try this until you've tried cleaning it first.