Machine-learning algorithms use statistics to find patterns in massive* amounts of data. And data, here, encompasses a lot of things—numbers, words, images, clicks, what have you.

After pretty much giving up on hand-written rules in the late 1980s and early 1990s, the NLP community started using statistical inference and machine learning models.Many models and techniques ...