Update README.md

README.md

@@ -1,31 +1,31 @@
 # D_ASAP-AES
 
-This is the test split of the ASAP-AES 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.
+This is the **test split** of the ASAP Automated Essay Scoring 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
+For the original dataset with labels, see below.
 
-The Automated Student Assessment Prize (ASAP) dataset was provided by Kaggle and the Hewlett Foundation.
+## Original Dataset
 
-🔗 [Original Dataset on Kaggle](https://www.kaggle.com/c/asap-aes)
+🔗 [ASAP-AES on Kaggle](https://www.kaggle.com/datasets/lburleigh/asap-2-0)
 
 ## Citation
 
-If you use this dataset, please cite:
+If you use this dataset, please cite the original:
 ```bibtex
-@misc{asap2012,
-  title={The Hewlett Foundation: Automated Essay Scoring},
-  author={Kaggle},
-  year={2012},
-  howpublished={\url{https://www.kaggle.com/c/asap-aes}}
+@misc{asap_aes,
+  title={ASAP Automated Essay Scoring},
+  howpublished={\url{https://www.kaggle.com/datasets/lburleigh/asap-2-0}}
 }
 ```
 
-If you use it as part of the S-GRADES benchmark, also cite:
+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 LREC 2026},
+  bookt={Proceedings of the 15th International Conference on Language Resources and Evaluation (LREC 2026)},
   year={2026}
 }
 ```