You can clean wooden furniture using a vacuum cleaner with a hose attachment. It is done by first wetting the wood with water and then using the vacuum cleaner to suck up the water and dirt. The vacuum cleaner should then be left to sit for a while so that the water can evaporate and the wood can dry.