Update readme.md

Updated paper link.

README.md

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-# CoMPAS3D: A Dataset for Embodied Social Interaction through Improvised Salsa Dance
+# CoMPAS3D: A Dataset and Benchmark for Interactive Motion
 
 <!-- Provide a quick summary of the dataset. -->
 
@@ -58,9 +58,8 @@ This dataset contains motion capture of improvised salsa dance by 18 individuals
 
 <!-- Provide the basic links for the dataset. -->
 
-- **Repository:** https://github.com/rosielab/compas3d
-- **Paper:** Bermet Burkanova*, Payam Jome Yazdian*, Chuxuan Zhang, Trinity Evans, Paige Tuttösí, Angelica Lim, "Salsa as a Nonverbal Embodied Language--The CoMPAS3D Dataset and Benchmarks." In prep.
-- **Demo:** Coming soon!
+- **Paper:** Bermet Burkanova, Yasaman Etesam, Payam Jome Yazdian, Trinity Evans, Chuxuan Zhang, Zoe Stanley, Paige Tuttösí, Angelica Lim. 
+"CoMPAS3D: A Dataset and Benchmark for Interactive Motion." https://arxiv.org/abs/2507.19684
 
 ## Uses
 
@@ -144,10 +143,21 @@ When using this dataset for salsa dance generation or move recognition, users sh
 ## Citation
 
 <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
-Bermet Burkanova*, Payam Jome Yazdian*, Chuxuan Zhang, Trinity Evans, Paige Tuttösí, Angelica Lim, "Salsa as a Nonverbal Embodied Language--The CoMPAS3D Dataset and Benchmarks." In prep.
+Bermet Burkanova, Yasaman Etesam, Payam Jome Yazdian, Trinity Evans, Chuxuan Zhang, Zoe Stanley, Paige Tuttösí, Angelica Lim. 
+"CoMPAS3D: A Dataset and Benchmark for Interactive Motion." https://arxiv.org/abs/2507.19684
 
 **BibTeX:**
-Coming soon!
+```
+@misc{burkanova2026compas3ddatasetbenchmarkinteractive,
+      title={CoMPAS3D: A Dataset and Benchmark for Interactive Motion}, 
+      author={Bermet Burkanova and Yasaman Etesam and Payam Jome Yazdian and Trinity Evans and Chuxuan Zhang and Zoe Stanley and Paige Tuttösí and Angelica Lim},
+      year={2026},
+      eprint={2507.19684},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2507.19684}, 
+}
+```
 
 ## Glossary of Moves, Styling, and Errors