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Problog
A probabilistic extension of prolog
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The ERIC system and its applications
A neurosymbolic framework, ERIC, that extracts rules from a CNN in the form of a decision tree is proposed by Townsend et al. Its application in covid-19 and pleural effusion detection is discussed.
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FOLD vs Decision Tree
A comparison of the classification performance and the idea behind generating rules from the data.
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STaR: Self-Taught Reasoner Bootstrapping Reasoning With Reasoning
Using LLMs for generating rationale for questions via bootstrapping
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NeurASP: Embracing Neural Networks into Answer Set Programming
A Neurosymbolic framework that combines Neural networks and Answer Set Programming