Add task categories and link to paper (#1)

- Add task categories and link to paper (5910e1e52a2b5cded9a131b7506f7dfab217d88d)


Co-authored-by: Niels Rogge <nielsr@users.noreply.huggingface.co>

README.md

@@ -1,4 +1,7 @@
 ---
+task_categories:
+- text-generation
+- text-classification
 dataset_info:
   features:
   - name: instruction
@@ -21,3 +24,31 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+# ThinkSafe Dataset
+
+This dataset is associated with the paper [THINKSAFE: Self-Generated Safety Alignment for Reasoning Models](https://huggingface.co/papers/2601.23143).
+
+**Paper:** https://arxiv.org/abs/2601.23143  
+**GitHub:** https://github.com/seanie12/ThinkSafe.git
+
+## Dataset Description
+
+This dataset contains 39,787 training examples with instructions and responses, labeled for safety alignment. Each example includes:
+- `instruction`: The input instruction
+- `response`: The generated response
+- `prompt_label`: Safety label for the prompt
+- `response_label`: Safety label for the response
+
+## Citation
+
+If you use this dataset, please cite:
+
+```bibtex
+@article{lee2025thinksafe,
+  title={THINKSAFE: Self-Generated Safety Alignment for Reasoning Models},
+  author={Lee, Seanie and others},
+  journal={arXiv preprint arXiv:2601.23143},
+  year={2025}
+}
+```