Elm Mills Township is a township in Barber County, Kansas, United States. As of the 2000 census, its population was 106.
Elm Mills Township covers an area of and contains no incorporated settlements. According to the USGS, it contains one cemetery, Isabel.
The streams of Crooked Creek, North Elm Creek and South Elm Creek run through this township.