Spread the coat out so you can see the lining and turn the sleeves inside out. Make up a solution of laundry detergent and water and sponge the lining - don't wet the fabric but use a wipe-on, wipe-off motion.
Repeat the sponging with clean water and allow the coat to thoroughly air dry.