Machine Comprehension

Machine Comprehension (MC) answers questions from a paragraph. It is akin to school children doing comprehension tests. The following screenshot is a visualization from http://demo.allennlp.org/machine-comprehension, for the question Who stars in The Matrix? The answer is shown in the screenshot, along with the paragraph:

We can also see a visualization of how the model works, by highlighting certain words: