Add citation and paper link

README.md

@@ -6,4 +6,33 @@ colorTo: orange
 sdk: streamlit
 app_file: app.py
 pinned: false
----
+---
+
+# Interactive Model Cards
+
+[Paper](https://arxiv.org/abs/2205.02894) (**Accepted at ACM Facct'22**)
+
+This is an experimental project that examines whether interactivity can augment people's understanding of machine learning models. We build upon the model card work initially introduced by [Mitchell et al. (2018)](https://arxiv.org/abs/1810.03993) and strategically add (and evaluated) interactivity through a human-centered design process. 
+
+If you would like to programmatically interact with the tool or contribute, please follow the instructions below.
+
+## Getting started
+
+``` console
+cd interactive_model_cards
+
+pipenv install
+
+streamlit run app.py
+
+```
+## Citation
+```
+@article{2205.02894,
+Author = {Anamaria Crisan and Margaret Drouhard and Jesse Vig and Nazneen Rajani},
+Title = {Interactive Model Cards: A Human-Centered Approach to Model Documentation},
+Year = {2022},
+Eprint = {arXiv:2205.02894},
+Doi = {10.1145/3531146.3533108},
+}
+```