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