It also relies on having a lot of data (unlabeled is fine for learning features). By contrast, manually chosen heuristics assumes you've seen a lot of data and

It also relies on having a lot of data (unlabeled is fine for learning features). By contrast, manually chosen heuristics assumes you've seen a lot of data and you're bootstrapping the model with features deduced by your biological brain.