Update README.md

README.md

@@ -31,7 +31,7 @@ This dataset is a filtered version of [BookCorpus](https://huggingface.co/datase
 <!-- Provide the basic links for the dataset. -->
 
 - **Repository:** [github.com/aieng-lab/gradiend](https://github.com/aieng-lab/gradiend)
-- **Paper:** [More Information Needed]
+- **Paper:** [![arXiv](https://img.shields.io/badge/arXiv-2502.01406-blue.svg)](https://arxiv.org/abs/2502.01406)
 - **Original Data**: [BookCorpus](https://huggingface.co/datasets/bookcorpus/bookcorpus)
 
 
@@ -57,7 +57,17 @@ We generated this dataset by filtering the BookCorpus dataset, leaving only entr
 
 **BibTeX:**
 
-[More Information Needed]
+```
+@misc{drechsel2025gradiendmonosemanticfeaturelearning,
+      title={{GRADIEND}: Monosemantic Feature Learning within Neural Networks Applied to Gender Debiasing of Transformer Models}, 
+      author={Jonathan Drechsel and Steffen Herbold},
+      year={2025},
+      eprint={2502.01406},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2502.01406}, 
+}
+```
 
 
 ## Dataset Card Authors