There are many ways to do that. You can use a combination of warm beer and powdered sugar or beeswax, or you can go for baby oil.
The first method unfortunately means a rather tiring smell, while the other one requires you to collect excessive grease and polish the surface again.
Mostly, though, these methods are time-consuming.
The solution? Presto cleaning wipes for wooden furniture.