Link and cite version 2 of the NTv3 preprint

README.md

@@ -67,6 +67,7 @@ species' tracks.
 
 ## Links
 
+- 📄 **Paper:** [bioRxiv preprint](https://www.biorxiv.org/content/10.64898/2025.12.22.695963).
 - 📚 **Benchmark dataset:** [`InstaDeepAI/NTv3_benchmark_dataset_revised`](https://huggingface.co/datasets/InstaDeepAI/NTv3_benchmark_dataset_revised),
   the genomes, splits and tracks to reproduce or extend the benchmark.
 - 🧬 **NTv3 tutorials and models:** [`InstaDeepAI/ntv3`](https://huggingface.co/spaces/InstaDeepAI/ntv3).
@@ -74,7 +75,16 @@ species' tracks.
 
 ## Citation
 
-`TBC`, to be added on publication of the NTv3 paper.
+```bibtex
+@article{ntv3,
+  title   = {A multispecies foundation model for genome function prediction, gene annotation and sequence design},
+  author  = {Boshar, Sam and Evans, Benjamin and Tang, Ziqi and Adel, Yanis and Bornachot, Yohan and Sidbon, Shawn and Lorbeer, Franziska K. and Picard, Armand and Rajesh, Chandana and Seitz, Evan and Emms, David and Mendoza-Revilla, Javier and Hernandez, Ariana and Al-Ani, Fatimah and Karch, Tristan and Schiff, Yair and Lopez, Marie and Laterre, Alexandre and Beguir, Karim and Koo, Peter and Kuleshov, Volodymyr and Stark, Alexander and de Almeida, Bernardo P. and Pierrot, Thomas},
+  journal = {bioRxiv},
+  year    = {2026},
+  doi     = {10.64898/2025.12.22.695963},
+  url     = {https://www.biorxiv.org/content/10.64898/2025.12.22.695963}
+}
+```
 
 ## License