diff --git a/README.md b/README.md
index 4efd729..abd764e 100644
--- a/README.md
+++ b/README.md
@@ -94,3 +94,15 @@ fewshot examples or how to annotate unlabeled data into predefined categories.
 
 If you find this repository useful, please cite our work.
 
+```
+@misc{golde2023fabricator,
+      title={Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs}, 
+      author={Jonas Golde and Patrick Haller and Felix Hamborg and Julian Risch and Alan Akbik},
+      year={2023},
+      eprint={2309.09582},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+
+