Update README.md

README.md

@@ -4,18 +4,33 @@ language:
 - en
 ---
 
+# GPT-BERT (BabyLM 100M)
+
 Submission to the BabyLM challenge 2024 trained on [Baby-cosmo-fine-100M](https://huggingface.co/datasets/ltg/babylm-2024-baby-cosmo-fine-100m).
 
 The training scripts are published here: https://github.com/ltgoslo/gpt-bert
 
-```latex
-@misc{charpentier2024gptbertboth,
-      title={GPT or BERT: why not both?}, 
-      author={Lucas Georges Gabriel Charpentier and David Samuel},
-      year={2024},
-      eprint={2410.24159},
-      archivePrefix={arXiv},
-      primaryClass={cs.CL},
-      url={https://arxiv.org/abs/2410.24159}, 
+```bibtex
+@inproceedings{charpentier-samuel-2024-bert,
+    title = "{BERT} or {GPT}: why not both?",
+    author = "Charpentier, Lucas Georges Gabriel  and
+      Samuel, David",
+    editor = "Hu, Michael Y.  and
+      Mueller, Aaron  and
+      Ross, Candace  and
+      Williams, Adina  and
+      Linzen, Tal  and
+      Zhuang, Chengxu  and
+      Choshen, Leshem  and
+      Cotterell, Ryan  and
+      Warstadt, Alex  and
+      Wilcox, Ethan Gotlieb",
+    booktitle = "The 2nd BabyLM Challenge at the 28th Conference on Computational Natural Language Learning",
+    month = nov,
+    year = "2024",
+    address = "Miami, FL, USA",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2024.conll-babylm.24/",
+    pages = "262--283",
 }
 ```