Update README.md

README.md

@@ -1,3 +1,15 @@
----
-license: bsd-3-clause
----
+---
+license: bsd-3-clause
+---
+
+```
+@misc{i̇nce2025sampleefficientintegrationnewmodalities,
+      title={Sample-efficient Integration of New Modalities into Large Language Models}, 
+      author={Osman Batur İnce and André F. T. Martins and Oisin Mac Aodha and Edoardo M. Ponti},
+      year={2025},
+      eprint={2509.04606},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2509.04606}, 
+}
+```