In double boiler over medium heat or in microwavable bowl in microwave, melt chocolate chips. If using microwave, microwave uncovered on High in 30-second increments, stirring after each, until melted. Pour melted chocolate over caramel; spread evenly. Sprinkle with pecans. Refrigerate until set, 1 to 2 hours. Cut into bars.