FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3211651881> ?p ?o ?g. }

• W3211651881 abstract "Knowledge graph inference has been studied extensively due to its wide applications. It has been addressed by two lines of research, i.e., the more traditional logical rule reasoning and the more recent knowledge graph embedding (KGE). Several attempts have been made to combine KGE and logical rules for better knowledge graph inference. Unfortunately, they either simply treat logical rules as additional constraints into KGE loss or use probabilistic model to approximate the exact logical inference (i.e., MAX-SAT). Even worse, both approaches need to sample ground rules to tackle the scalability issue, as the total number of ground rules is intractable in practice, making them less effective in handling logical rules. In this paper, we propose a novel framework UniKER to address these challenges by restricting logical rules to be definite Horn rules, which can fully exploit the knowledge in logical rules and enable the mutual enhancement of logical rule-based reasoning and KGE in an extremely efficient way. Extensive experiments have demonstrated that our approach is superior to existing state-of-the-art algorithms in terms of both efficiency and effectiveness." @default.
• W3211651881 created "2021-11-22" @default.
• W3211651881 creator A5025213473 @default.
• W3211651881 creator A5025839290 @default.
• W3211651881 creator A5053337874 @default.
• W3211651881 creator A5080733133 @default.
• W3211651881 date "2021-01-01" @default.
• W3211651881 modified "2023-10-16" @default.
• W3211651881 title "UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference" @default.
• W3211651881 cites W102708294 @default.
• W3211651881 cites W1533230146 @default.
• W3211651881 cites W1821580039 @default.
• W3211651881 cites W1898259180 @default.
• W3211651881 cites W1977970897 @default.
• W3211651881 cites W2022166150 @default.
• W3211651881 cites W203049729 @default.
• W3211651881 cites W205829674 @default.
• W3211651881 cites W2094728533 @default.
• W3211651881 cites W2098678088 @default.
• W3211651881 cites W2107306718 @default.
• W3211651881 cites W2113243831 @default.
• W3211651881 cites W2130178369 @default.
• W3211651881 cites W2135209143 @default.
• W3211651881 cites W2137126099 @default.
• W3211651881 cites W2166741250 @default.
• W3211651881 cites W2184957013 @default.
• W3211651881 cites W2283196293 @default.
• W3211651881 cites W2296268288 @default.
• W3211651881 cites W2563063592 @default.
• W3211651881 cites W2567948266 @default.
• W3211651881 cites W2771359908 @default.
• W3211651881 cites W2888572441 @default.
• W3211651881 cites W2909137510 @default.
• W3211651881 cites W2948922044 @default.
• W3211651881 cites W2951193785 @default.
• W3211651881 cites W2962850650 @default.
• W3211651881 cites W2963290083 @default.
• W3211651881 cites W2963432357 @default.
• W3211651881 cites W2963572185 @default.
• W3211651881 cites W2964121744 @default.
• W3211651881 cites W3021815340 @default.
• W3211651881 cites W3098704207 @default.
• W3211651881 cites W3103296573 @default.
• W3211651881 doi "https://doi.org/10.18653/v1/2021.emnlp-main.769" @default.
• W3211651881 hasPublicationYear "2021" @default.
• W3211651881 type Work @default.
• W3211651881 sameAs 3211651881 @default.
• W3211651881 citedByCount "9" @default.
• W3211651881 countsByYear W32116518812022 @default.
• W3211651881 countsByYear W32116518812023 @default.
• W3211651881 crossrefType "proceedings-article" @default.
• W3211651881 hasAuthorship W3211651881A5025213473 @default.
• W3211651881 hasAuthorship W3211651881A5025839290 @default.
• W3211651881 hasAuthorship W3211651881A5053337874 @default.
• W3211651881 hasAuthorship W3211651881A5080733133 @default.
• W3211651881 hasBestOaLocation W32116518811 @default.
• W3211651881 hasConcept C129916263 @default.
• W3211651881 hasConcept C132525143 @default.
• W3211651881 hasConcept C134752490 @default.
• W3211651881 hasConcept C154945302 @default.
• W3211651881 hasConcept C161301231 @default.
• W3211651881 hasConcept C165696696 @default.
• W3211651881 hasConcept C189790780 @default.
• W3211651881 hasConcept C199360897 @default.
• W3211651881 hasConcept C20693621 @default.
• W3211651881 hasConcept C2776214188 @default.
• W3211651881 hasConcept C37335422 @default.
• W3211651881 hasConcept C3746660 @default.
• W3211651881 hasConcept C38652104 @default.
• W3211651881 hasConcept C41008148 @default.
• W3211651881 hasConcept C41608201 @default.
• W3211651881 hasConcept C46743427 @default.
• W3211651881 hasConcept C48044578 @default.
• W3211651881 hasConcept C49937458 @default.
• W3211651881 hasConcept C77088390 @default.
• W3211651881 hasConcept C80444323 @default.
• W3211651881 hasConcept C81721847 @default.
• W3211651881 hasConcept C86827895 @default.
• W3211651881 hasConceptScore W3211651881C129916263 @default.
• W3211651881 hasConceptScore W3211651881C132525143 @default.
• W3211651881 hasConceptScore W3211651881C134752490 @default.
• W3211651881 hasConceptScore W3211651881C154945302 @default.
• W3211651881 hasConceptScore W3211651881C161301231 @default.
• W3211651881 hasConceptScore W3211651881C165696696 @default.
• W3211651881 hasConceptScore W3211651881C189790780 @default.
• W3211651881 hasConceptScore W3211651881C199360897 @default.
• W3211651881 hasConceptScore W3211651881C20693621 @default.
• W3211651881 hasConceptScore W3211651881C2776214188 @default.
• W3211651881 hasConceptScore W3211651881C37335422 @default.
• W3211651881 hasConceptScore W3211651881C3746660 @default.
• W3211651881 hasConceptScore W3211651881C38652104 @default.
• W3211651881 hasConceptScore W3211651881C41008148 @default.
• W3211651881 hasConceptScore W3211651881C41608201 @default.
• W3211651881 hasConceptScore W3211651881C46743427 @default.
• W3211651881 hasConceptScore W3211651881C48044578 @default.
• W3211651881 hasConceptScore W3211651881C49937458 @default.
• W3211651881 hasConceptScore W3211651881C77088390 @default.
• W3211651881 hasConceptScore W3211651881C80444323 @default.
• W3211651881 hasConceptScore W3211651881C81721847 @default.
• W3211651881 hasConceptScore W3211651881C86827895 @default.

• next