Update README.md

README.md

@@ -14,4 +14,18 @@ Load these SAEs using SAELens as below:
 from sae_lens import SAE
 
 sae, cfg_dict, sparsity = SAE.from_pretrained("seonglae/Llama-3.1-8B-sae", "<sae_id>")
+```
+
+# Citation
+
+```toml
+@inproceedings{cho2025faithfulsae,
+  title={Faithful{SAE}: Towards Capturing Faithful Features with Sparse Autoencoders 
+without External Datasets Dependency},
+  author={Seonglae Cho and Harryn Oh and Donghyun Lee and Luis Eduardo Rodrigues Vieira 
+and Andrew Bermingham and Ziad El Sayed},
+  booktitle={ACL 2025 Student Research Workshop},
+  year={2025},
+  url={https://openreview.net/forum?id=tBn9ChHGG9}
+}
 ```