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· DOI 10.1007/978-3-032-17278-5

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cs.AI 1

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2026 1

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First-Order Temporal Logic Tensor Networks

cs.AI · 2026-06-29 · unverdicted · novelty 7.0

FOT-LTN extends Logic Tensor Networks by integrating first-order linear temporal logic syntax with fuzzy differentiable semantics, supporting temporal operators and quantifiers, and shows improved performance over neural baselines on synthetic temporal knowledge graph completion tasks.

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  • First-Order Temporal Logic Tensor Networks cs.AI · 2026-06-29 · unverdicted · none · ref 1

    FOT-LTN extends Logic Tensor Networks by integrating first-order linear temporal logic syntax with fuzzy differentiable semantics, supporting temporal operators and quantifiers, and shows improved performance over neural baselines on synthetic temporal knowledge graph completion tasks.