Strangely enough, you can actually block the corporate accounts associated with sponsored tweets. I used to do this consistently on general principle before ultimately canceling my account. After awhile, the ads I did see (from as-of-yet unblocked accounts) became more and more exotic. It seemed like they were less frequent as well, though I could definitely have been imagining that.