diff --git a/README.md b/README.md
index 0422c0b..859e261 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,13 @@
-# DALLE2-pytorch
-Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network,  in Pytorch
+## DALL-E 2 - Pytorch (wip)
+
+Implementation of <a href="https://openai.com/dall-e-2/">DALL-E 2</a>, OpenAI's updated text-to-image synthesis neural network, in Pytorch
+
+## Citations
+
+```bibtex
+@misc{ramesh2022,
+    title   = {Hierarchical Text-Conditional Image Generation with CLIP Latents}, 
+    author  = {Aditya Ramesh et al},
+    year    = {2022}
+}
+```