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Co-authored-by: JB D. <IAMJB@users.noreply.huggingface.co>

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