From caf7e68718fe5dbbca5f6b5bb7b2056d681421a0 Mon Sep 17 00:00:00 2001
From: Jonas Becker <56976889+jonas-becker@users.noreply.github.com>
Date: Mon, 22 Sep 2025 10:29:43 +0100
Subject: [PATCH] Update README.md

---
 README.md | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index d9ae523..a6964e6 100644
--- a/README.md
+++ b/README.md
@@ -15,6 +15,8 @@
     <a href="https://github.com/Multi-Agent-LLMs/mallm/issues">Report Bug</a>
     ·
     <a href="https://github.com/Multi-Agent-LLMs/mallm/issues">Request Feature</a>
+    ·
+    <a href="https://arxiv.org/abs/2509.11656">Read The Paper</a>
     </p>
   </p>
 </p>
@@ -273,5 +275,13 @@ You can run unit tests locally:
 If you use this repository for your research work, please cite it in the following way.
 
 ```
-comming soon
+@misc{becker2025mallmmultiagentlargelanguage,
+      title={MALLM: Multi-Agent Large Language Models Framework}, 
+      author={Jonas Becker and Lars Benedikt Kaesberg and Niklas Bauer and Jan Philip Wahle and Terry Ruas and Bela Gipp},
+      year={2025},
+      eprint={2509.11656},
+      archivePrefix={arXiv},
+      primaryClass={cs.MA},
+      url={https://arxiv.org/abs/2509.11656}, 
+}
 ```