Is there a way to mass delete my episode ratings

@rohithgottiparthi No, sorry. However, here is a convenient link showing all of the episodes which you have rated so you can more easily locate and delete the vote — just click the blue ratings star on each title to access to pop-up from which you can delete the rating. Hope this helps.