LENSR embeds propositional formulas, especially d-DNNF, with a modified graph convolutional network and uses the embeddings as a regularizer, improving entailment checking and visual relation prediction.
A semantic loss function for deep learning with symbolic knowledge,
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Embedding Symbolic Knowledge into Deep Networks
LENSR embeds propositional formulas, especially d-DNNF, with a modified graph convolutional network and uses the embeddings as a regularizer, improving entailment checking and visual relation prediction.