Formal languages matter as the intermediate representation in neurosymbolic reasoning: first-order logic outperforms logic programming languages (ASP, Pyke) in average accuracy.
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Intermediate Languages Matter: Formal Languages and LLMs affect Neurosymbolic Reasoning
Formal languages matter as the intermediate representation in neurosymbolic reasoning: first-order logic outperforms logic programming languages (ASP, Pyke) in average accuracy.