Update README.md

README.md

@@ -135,6 +135,17 @@ Trained on CodeParrot with a focus on Python function retrieval:
 - Learns semantic similarity between queries and function signatures
 - Uses attention-based retrieval over a memory bank
 
+## Citation
+
+```bibtex
+@article{sharma2026malm,
+  title={Reverse Engineering a $500M Mystery: From HashHop to Memory-Augmented Language Models},
+  author={Sharma, Asankhaya},
+  year={2026},
+  url={https://huggingface.co/blog/codelion/reverse-engineering-magic-hashhop}
+}
+```
+
 ## Related Work
 
 Part of the [HashHop](https://github.com/codelion/hash-hop) project exploring long-context evaluation and memory-augmented architectures.