Education experts agree that essay writing is better than multiple choice tests for measuring essential skills like critical thinking, communication, and collaboration. However, because essays are more expensive and time consuming to grade, most standardized tests are still multiple-choice. In Kaggle’s Automated Student Assessment Prize (ASAP), the Hewlett Foundation challenged participants to build data science tools to help teachers and

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