Update GeoDE dataset card: add task category, GitHub link, and correct paper title/BibTeX

README.md

@@ -1,18 +1,23 @@
-# Beyond web-scraping
+---
+task_categories:
+- image-classification
+---
 
-Original paper: [Beyond web-scraping: Crowd-sourcing a geographically diverse image dataset
-](https://arxiv.org/abs/2301.02560)
+# GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition
+
+Original paper: [GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition](https://arxiv.org/abs/2301.02560)
 
 Homepage: https://geodiverse-data-collection.cs.princeton.edu/
-Test split obtained from the paper authors. 
+Code: https://github.com/princetonvisualai/geode_dataset
+Test split obtained from the paper authors.
 
 Bibtex:
-```
-@inproceedings{ramaswamy2022geode,
-    author = {Vikram V. Ramaswamy and Sing Yu Lin and Dora Zhao and Aaron B. Adcock and Laurens van der Maaten and Deepti Ghadiyaram and 
-              Olga Russakovsky},
-    title = {Beyond web-scraping: {C}rowd-sourcing a geodiverse dataset},
-    booktitle = {arXiv preprint},
-    year = {2023}
-}
+```bibtex
+@inproceedings{ramaswamy2023geode,
+        author = {Vikram V. Ramaswamy and Sing Yu Lin and Dora Zhao and Aaron B. Adcock and Laurens van der Maaten
+                  and Deepti Ghadiyaram and Olga Russakovsky},
+        title = {GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition},
+        booktitle = {NeurIPS Datasets and Benchmarks},
+        year = {2023}
+    }
 ```