The result meant West Brom clinched top spot on 81 points, two ahead of second-placed Stoke who could only manage a goalless draw at home to relegated Leicester.
Goals from Do-heon Kim and Chris Brunt saw Stoke home, while Martin Rowlands was dismissed for the home side.
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