diff --git a/README.md b/README.md
index f588c49..81ce9b9 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,8 @@ The implementation of the protocol is accessible [here](https://github.com/pokt-
 
 ## arxiv
 
-You can find the `Decentralized AI: Permissionless LLM Inference on POKT Network` paper on [arxiv](https://arxiv.org/abs/2405.20450).
+1. You can find the `Decentralized AI: Permissionless LLM Inference on POKT Network` paper on [arxiv](https://arxiv.org/abs/2405.20450).
+2. You can find the `Relay Mining` paper on [arxiv](https://arxiv.org/abs/2305.10672).
 
 ## Support & Contact
 
diff --git a/relay_mining/README.md b/relay_mining/README.md
deleted file mode 100644
index fbf4dab..0000000
--- a/relay_mining/README.md
+++ /dev/null
@@ -1 +0,0 @@
-https://arxiv.org/abs/2305.10672
diff --git a/relay_mining/Relay_Mining.pdf b/relay_mining/Relay_Mining.pdf
index 43a2682..c984802 100644
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diff --git a/relay_mining/ieee.zip b/relay_mining/ieee.zip
new file mode 100644
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diff --git a/relay_mining/overleaf/bibliography.bib b/relay_mining/overleaf/bibliography.bib
index c743800..55ed198 100644
--- a/relay_mining/overleaf/bibliography.bib
+++ b/relay_mining/overleaf/bibliography.bib
@@ -102,14 +102,6 @@ @misc{wustl2021drl
     Eprint = {arXiv:2101.05865},
 }
 
-@misc{wustl2021drl,
-    Author = {Chong Li and Jiangnan Liu and Chenyang Lu and Roch Guerin and Christopher D. Gill},
-    Title = {Impact of Distributed Rate Limiting on Load Distribution in a Latency-sensitive Messaging Service},
-    Year = {2021},
-    publisher = {Washington University in St. Louis},
-    Eprint = {arXiv:2101.05865},
-}
-
 
 @misc{buchman2019latest,
       title={The latest gossip on BFT consensus},