From Gilmer go North on Hwy 271 about 10 miles. About a mile passed Midway Truck Stop you will turn to your right on an oil top road named Sunflower. Follow this road until you come to a Y and go to your right. You can see the Willow Oak Baptist Church at this point and the cemetery is across the road from the church.
Source
Tx Co Hwy maps; Parsons, Kim, Ref. to Texas Cemeteries, 1988; Stanley, Audie Ray, Lurline, and Douglas Ray Stanley. 1974. Upshur County Records of Texas; Tx Gen Web; Loyd, Doyal T. 1966. A History of Upshur County, Texas