Automated Essay Grading Pre-Processed Dataset

The dataset is for the work “An Empirical Analysis of Machine Learning Models for Automated Essay Grading” - The dataset is a pre-processed version of the used publically available Hewlett Foundation’s Automated Student Assessment Prize (ASAP) dataset for experimental evaluation. Users can freely sign-up on Kaggle and download the raw dataset. This dataset has been extensively used in literature for evaluating automatic grading techniques (Dong and Zhang, 2016)(Cummins et al., 2016). We process the raw data and provide the processed data. Details in our paper titled: An Empirical Analysis of Machine Learning Models for Automated Essay Grading.