Update README.md

README.md

@@ -78,3 +78,16 @@ The following hyperparameters were used during training:
 | 0.0394        | 18.0  | 18000| 0.00003         |
 | 0.0374        | 19.0  | 19000| 0.00003         |
 | 0.0355        | 20.0  | 20000| 0.00003         |
+
+
+```
+@misc{akl2024projectshadowsymbolichigherorder,
+      title={Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing}, 
+      author={Hanna Abi Akl},
+      year={2024},
+      eprint={2408.14849},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2408.14849}, 
+}
+```