In large bowl, beat cream cheese and 1 cup sugar with electric mixer on medium speed until light and fluffy. Beat in eggs, one at a time, just until blended. Add pumpkin and pumpkin pie spice; beat just until blended. Stir in chocolate chips. Pour into muffin cups, filling full.