Update README.md

README.md

@@ -65,7 +65,7 @@ dataset_info:
 
 - **Homepage: The web app can be found at [pickapic.io](https://pickapic.io/)**
 - **Repository: The repository of [PickScore](https://github.com/yuvalkirstain/PickScore)**
-- **Paper: TODO **
+- **Paper: [Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation](https://arxiv.org/abs/2305.01569).**
 - **Leaderboard: TODO **
 - **Point of Contact: TODO **
 
@@ -73,7 +73,9 @@ dataset_info:
 
 The Pick-a-Pic dataset was collected with the [Pick-a-Pic web app](https://pickapic.io/) and contains over half-a-million examples of human preferences over model-generated images.
 This dataset with URLs instead of the actual images (which makes it much smaller in size) can be found [here](https://huggingface.co/datasets/yuvalkirstain/pickapic_v1_no_images).
-See the paper (TODO) for more details.
+
+See the corresponding paper [Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation](https://arxiv.org/abs/2305.01569) for more details.
+
 ### Supported Tasks and Leaderboards
 
 TODO
@@ -86,4 +88,3 @@ The dataset has three main splits: train, validation, validation_unique (with on
 
 ### Citation Information
 
-TODO