Automated Essay Grading Using Machine Learning Manvi Mahana, Mishel Johns, Ashwin Apte CS229 Machine Learning - Autumn 2012 Stanford University Final Report Submitted on: 14-Dec-2012 Abstract The project aims to build an automated essay scoring system using a data set of ˇ13000 essays from ag-k I choose to learn from the best. This paper describes a new version of e-rater (V.2) that is different from other automated essay scoring systems in several important respects.

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These essays were divided into 8 di erent sets based on context. E-rater® has been used by the Educational Testing Service for automated essay scoring since 1999. MLA

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