D_BEEtlE

BEEtlE contains student answers from a tutorial system for basic electricity and electronics. The dataset includes both 2-way (correct/incorrect) and 3-way (correct/contradictory/incorrect) classification splits, with separate train and test files for each.

This dataset is prepared for use with the S-GRADES benchmark.

Files

File	Description
`train_2way.csv`	Training split, 2-way labels
`train_3way.csv`	Training split, 3-way labels
`test_2way.csv`	Test split, 2-way labels
`test_3way.csv`	Test split, 3-way labels

Original Dataset

🔗 SemEval-2013 Task 7 on Kaggle

Citation

If you use this dataset, please cite the original:

@inproceedings{dzikovska2013semeval,
  title={SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge},
  author = {Kerneler},
  year = {2023},
  howpublished = {\url{https://www.kaggle.com/datasets/smiles28/semeval-2013-2-and-3-way}},
}

If used as part of S-GRADES, also cite:

@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}
}