# D_ASAP_plus_plus This is the **train, test, and validation split** of the ASAP++ dataset, prepared for use with the [S-GRADES benchmark](https://sgrades.eng.unt.edu). Ground truth labels have been removed to prevent leakage during evaluation. ## Original Dataset ASAP++ enriches the original ASAP dataset with attribute-specific essay scores (content, organization, style, etc.). 🔗 [ASAP++ Official Page](http://lwsam.github.io/ASAP++/lrec2018.html) ## Citation If you use this dataset, please cite the original: ```bibtex @inproceedings{mathias2018asap++, title={ASAP++: Enriching the ASAP Automated Essay Grading Dataset with Essay Attribute Scores}, author={Mathias, Sandeep and Bhattacharyya, Pushpak}, booktitle={Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018)}, pages={1169--1173}, year={2018} } ``` If used as part of S-GRADES, also cite: ```bibtex @inproceedings{seuti2026sgrades, title={S-GRADES: Studying Generalization of Student Response Assessments in Diverse Evaluative Settings}, author={Seuti, Tasfia and Ray Choudhury, Sagnik}, booktitle={Proceedings of the 15th International Conference on Language Resources and Evaluation (LREC 2026)}, year={2026} } ```