AGReE: A system for generating Automated Grammar Reading Exercises

E system, which takes user-submitted passages as input and automatically generates grammar practice exercises that can be completed while reading. Multiplechoice practice items are generated for a variety of different grammar constructs: punctuation, articles, conjunctions, pronouns, prepositions, verbs, and nouns. We also conducted a large-scale human evaluation with around Figure 1: The components of a grammar question are: 4,500 multiple-choice practice items. We notice source sentence, target, and distractors. The contextual for 95% of items, a majority of raters out log probability score from BERT is shown to the right of five were able to identify the correct answer of each choice. In the actual task the target word is and for 85% of cases, raters agree that there is replaced by a blank.