Update README.md

README.md

@@ -159,16 +159,13 @@ dataset = load_dataset("Hierarchy-Transformers/WordNetNoun", "MixedHop-RandomNeg
 *Yuan He, Zhangdie Yuan, Jiaoyan Chen, Ian Horrocks.* **Language Models as Hierarchy Encoders.** Advances in Neural Information Processing Systems 37 (NeurIPS 2024).
 
 ```
-@inproceedings{NEURIPS2024_1a970a3e,
- author = {He, Yuan and Yuan, Moy and Chen, Jiaoyan and Horrocks, Ian},
- booktitle = {Advances in Neural Information Processing Systems},
- editor = {A. Globerson and L. Mackey and D. Belgrave and A. Fan and U. Paquet and J. Tomczak and C. Zhang},
- pages = {14690--14711},
- publisher = {Curran Associates, Inc.},
- title = {Language Models as Hierarchy Encoders},
- url = {https://proceedings.neurips.cc/paper_files/paper/2024/file/1a970a3e62ac31c76ec3cea3a9f68fdf-Paper-Conference.pdf},
- volume = {37},
- year = {2024}
+@article{he2024language,
+  title={Language models as hierarchy encoders},
+  author={He, Yuan and Yuan, Moy and Chen, Jiaoyan and Horrocks, Ian},
+  journal={Advances in Neural Information Processing Systems},
+  volume={37},
+  pages={14690--14711},
+  year={2024}
 }
 ```