Update README.md

README.md

@@ -238,18 +238,11 @@ Performance on the bioinspired benchmark (testing with domain questions to asses
 Please cite as:
 
 ```bibtex
-@article{Buehler2024DomainLLMs,
-  title={Experimental analyses of fine-tuning large language models for domain adaptation for emergent capabilitiesy},
-  author={Markus J. Buehler, et al.},
-  journal={arXiv preprint arXiv:XXX.YYYYY},
-  year={2024}
-}
-
-@article{Buehler2024DomainLLMs,
-  title={Fine-tuned domain-focused language modeling for applications in scientific analysis, ideation and discovery},
-  author={Markus J. Buehler, et al.},
-  journal={arXiv preprint arXiv:XXX.YYYYY},
-  year={2024}
+@article{LuLuuBuehler2024,
+  title={Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities},
+  author={Wei Lu and Rachel K. Luu and Markus J. Buehler},
+  journal={arXiv: https://arxiv.org/abs/2409.03444},
+  year={2024},
 }
 
 @article{LuuBuehler2023bioinspiredLLM,