Update README.md

README.md

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----
-license: mit
----
+---
+license: mit
+task_categories:
+- question-answering
+---
+This dataset accompanies the paper:
+
+**[When Do LLMs Admit Their Mistakes? Understanding the Role of Model Belief in Retraction](https://arxiv.org/abs/2505.16170)**
+
+It includes the original Wikidata questions used in our experiments, with train/test split. For a detailed explanation of the dataset construction and usage, please refer to the paper.
+
+## Citation
+```bibtex
+@misc{yang2025llmsadmitmistakesunderstanding,
+      title={When Do LLMs Admit Their Mistakes? Understanding the Role of Model Belief in Retraction}, 
+      author={Yuqing Yang and Robin Jia},
+      year={2025},
+      eprint={2505.16170},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2505.16170}, 
+}
+```