FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3099442761> ?p ?o ?g. }

• W3099442761 abstract "Recent advances in Knowledge Graph Embedding (KGE) allow for representing entities and relations in continuous vector spaces. Some traditional KGE models leveraging additional type information can improve the representation of entities which however totally rely on the explicit types or neglect the diverse type representations specific to various relations. Besides, none of the existing methods is capable of inferring all the relation patterns of symmetry, inversion and composition as well as the complex properties of 1-N, N-1 and N-N relations, simultaneously. To explore the type information for any KG, we develop a novel KGE framework with Automated Entity TypE Representation (AutoETER), which learns the latent type embedding of each entity by regarding each relation as a translation operation between the types of two entities with a relation-aware projection mechanism. Particularly, our designed automated type representation learning mechanism is a pluggable module which can be easily incorporated with any KGE model. Besides, our approach could model and infer all the relation patterns and complex relations. Experiments on four datasets demonstrate the superior performance of our model compared to state-of-the-art baselines on link prediction tasks, and the visualization of type clustering provides clearly the explanation of type embeddings and verifies the effectiveness of our model." @default.
• W3099442761 created "2020-11-23" @default.
• W3099442761 creator A5034995105 @default.
• W3099442761 creator A5036610839 @default.
• W3099442761 creator A5054092813 @default.
• W3099442761 creator A5085955762 @default.
• W3099442761 creator A5087118462 @default.
• W3099442761 date "2020-01-01" @default.
• W3099442761 modified "2023-09-27" @default.
• W3099442761 title "AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding" @default.
• W3099442761 cites W1426956448 @default.
• W3099442761 cites W1533230146 @default.
• W3099442761 cites W1756422141 @default.
• W3099442761 cites W2009605580 @default.
• W3099442761 cites W2022166150 @default.
• W3099442761 cites W2081580037 @default.
• W3099442761 cites W2094728533 @default.
• W3099442761 cites W2145544171 @default.
• W3099442761 cites W2184957013 @default.
• W3099442761 cites W2226877337 @default.
• W3099442761 cites W2250184916 @default.
• W3099442761 cites W2283196293 @default.
• W3099442761 cites W2572179331 @default.
• W3099442761 cites W2604314403 @default.
• W3099442761 cites W2759136286 @default.
• W3099442761 cites W2776054229 @default.
• W3099442761 cites W2798459480 @default.
• W3099442761 cites W2799103095 @default.
• W3099442761 cites W2889344053 @default.
• W3099442761 cites W2905301836 @default.
• W3099442761 cites W2909137510 @default.
• W3099442761 cites W2945623882 @default.
• W3099442761 cites W2963217826 @default.
• W3099442761 cites W2963432357 @default.
• W3099442761 cites W2963534707 @default.
• W3099442761 cites W2964116313 @default.
• W3099442761 cites W2970583209 @default.
• W3099442761 cites W2970836468 @default.
• W3099442761 cites W2981612821 @default.
• W3099442761 cites W2997932512 @default.
• W3099442761 cites W3003265726 @default.
• W3099442761 doi "https://doi.org/10.18653/v1/2020.findings-emnlp.105" @default.
• W3099442761 hasPublicationYear "2020" @default.
• W3099442761 type Work @default.
• W3099442761 sameAs 3099442761 @default.
• W3099442761 citedByCount "10" @default.
• W3099442761 countsByYear W30994427612021 @default.
• W3099442761 countsByYear W30994427612022 @default.
• W3099442761 countsByYear W30994427612023 @default.
• W3099442761 crossrefType "proceedings-article" @default.
• W3099442761 hasAuthorship W3099442761A5034995105 @default.
• W3099442761 hasAuthorship W3099442761A5036610839 @default.
• W3099442761 hasAuthorship W3099442761A5054092813 @default.
• W3099442761 hasAuthorship W3099442761A5085955762 @default.
• W3099442761 hasAuthorship W3099442761A5087118462 @default.
• W3099442761 hasBestOaLocation W30994427611 @default.
• W3099442761 hasConcept C119857082 @default.
• W3099442761 hasConcept C124101348 @default.
• W3099442761 hasConcept C132525143 @default.
• W3099442761 hasConcept C154945302 @default.
• W3099442761 hasConcept C17744445 @default.
• W3099442761 hasConcept C18903297 @default.
• W3099442761 hasConcept C199539241 @default.
• W3099442761 hasConcept C25343380 @default.
• W3099442761 hasConcept C2776359362 @default.
• W3099442761 hasConcept C2777299769 @default.
• W3099442761 hasConcept C36464697 @default.
• W3099442761 hasConcept C41008148 @default.
• W3099442761 hasConcept C41608201 @default.
• W3099442761 hasConcept C80444323 @default.
• W3099442761 hasConcept C86803240 @default.
• W3099442761 hasConcept C94625758 @default.
• W3099442761 hasConceptScore W3099442761C119857082 @default.
• W3099442761 hasConceptScore W3099442761C124101348 @default.
• W3099442761 hasConceptScore W3099442761C132525143 @default.
• W3099442761 hasConceptScore W3099442761C154945302 @default.
• W3099442761 hasConceptScore W3099442761C17744445 @default.
• W3099442761 hasConceptScore W3099442761C18903297 @default.
• W3099442761 hasConceptScore W3099442761C199539241 @default.
• W3099442761 hasConceptScore W3099442761C25343380 @default.
• W3099442761 hasConceptScore W3099442761C2776359362 @default.
• W3099442761 hasConceptScore W3099442761C2777299769 @default.
• W3099442761 hasConceptScore W3099442761C36464697 @default.
• W3099442761 hasConceptScore W3099442761C41008148 @default.
• W3099442761 hasConceptScore W3099442761C41608201 @default.
• W3099442761 hasConceptScore W3099442761C80444323 @default.
• W3099442761 hasConceptScore W3099442761C86803240 @default.
• W3099442761 hasConceptScore W3099442761C94625758 @default.
• W3099442761 hasLocation W30994427611 @default.
• W3099442761 hasLocation W30994427612 @default.
• W3099442761 hasOpenAccess W3099442761 @default.
• W3099442761 hasPrimaryLocation W30994427611 @default.
• W3099442761 hasRelatedWork W1991536873 @default.
• W3099442761 hasRelatedWork W2551237228 @default.
• W3099442761 hasRelatedWork W2793488029 @default.
• W3099442761 hasRelatedWork W2923818335 @default.
• W3099442761 hasRelatedWork W3014537556 @default.
• W3099442761 hasRelatedWork W3035116611 @default.
• W3099442761 hasRelatedWork W4226361842 @default.
• W3099442761 hasRelatedWork W4285821569 @default.

• next