Search Results for author: Tilman Hinnerichs

Found 2 papers, 1 papers with code

Towards a fully declarative neuro-symbolic language

no code implementations15 May 2024 Tilman Hinnerichs, Robin Manhaeve, Giuseppe Marra, Sebastijan Dumancic

Neuro-symbolic systems (NeSy), which claim to combine the best of both learning and reasoning capabilities of artificial intelligence, are missing a core property of reasoning systems: Declarativeness.

FALCON: Faithful Neural Semantic Entailment over ALC Ontologies

1 code implementation16 Aug 2022 Zhenwei Tang, Tilman Hinnerichs, Xi Peng, Xiangliang Zhang, Robert Hoehndorf

Many ontologies, i. e., Description Logic (DL) knowledge bases, have been developed to provide rich knowledge about various domains, and a lot of them are based on ALC, i. e., a prototypical and expressive DL, or its extensions.

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