Update README.md

README.md

@@ -6,9 +6,10 @@ tags:
 - GeoFM
 - PlacePulse
 - SpatialRepresentationLearning
-- Mutlimodal
 - OpenStreetMap
 - StreetView
+- Multimodal
+- Geospatial
 pretty_name: Place Pulse 2.0 Multimodal
 size_categories:
 - 100K<n<1M
@@ -106,7 +107,7 @@ If you use PP2-M, please cite our work:
   title   = {UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations},
   author  = {Dominik J. Mühlematter and Lin Che and Ye Hong and Martin Raubal and Nina Wiedemann},
   year    = {2025},
-  journal = {arXiv preprint arXiv:xxxx.xxxxx}
+  journal = {arXiv preprint arXiv:2510.13774}
 }
 ```
 ---
@@ -115,6 +116,4 @@ If you use PP2-M, please cite our work:
 
 [1] Dubey, A., Naik, N., Parikh, D., Raskar, R., and Hidalgo, C. A. (2016). Deep learning the city: Quantifying urban perception at a global scale. In ECCV, pp. 196–212.<br>
 [2] Drusch, M., Del Bello, U., Carlier, S., Colin, O., Fernandez, V., Gascon, F., ... Bargellini, P. (2012). Sentinel-2: ESA’s optical high-resolution mission for GMES operational services. Remote Sensing of Environment, 120:25–36.<br>
-[3] OpenStreetMap contributors (2017). Planet dump retrieved from https://planet.osm.org<br>
-
-
+[3] OpenStreetMap contributors (2017). Planet dump retrieved from https://planet.osm.org<br>