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Research map / Large language models / Retrieval and knowledge

Combining Rules and Ontologies into Clopen Knowledge Bases

AAAI 2018 · Large language models › Retrieval and knowledge · approach: Knowledge graph reasoning with LLMs · 9 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
translate separable CKB to plain ASP (Clingo) instead of dl-programs (dlvhex)separable CKB reasoning · OpenStreetMap Viennascalability / running time: dl-programs hit 600s timeout at ~13000 facts; ASP translation handled up to 1053335 facts in 87.6 s (P1)Helped
increase number of facts from 145014 to 1053335 (next50 to next250)CKB-to-ASP translation · OpenStreetMap Vienna, P1running time (s): 19.6 -> 87.6Hurt

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