FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3012584427> ?p ?o ?g. }

• W3012584427 abstract "Knowledge Graph Completion (KGC) has been proposed to improve Knowledge Graphs by filling in missing connections via link prediction or relation extraction. One of the main difficulties for KGC is a low resource problem. Previous approaches assume sufficient training triples to learn versatile vectors for entities and relations, or a satisfactory number of labeled sentences to train a competent relation extraction model. However, low resource relations are very common in KGs, and those newly added relations often do not have many known samples for training. In this work, we aim at predicting new facts under a challenging setting where only limited training instances are available. We propose a general framework called Weighted Relation Adversarial Network, which utilizes an adversarial procedure to help adapt knowledge/features learned from high resource relations to different but related low resource relations. Specifically, the framework takes advantage of a relation discriminator to distinguish between samples from different relations, and help learn relation-invariant features more transferable from source relations to target relations. Experimental results show that the proposed approach outperforms previous methods regarding low resource settings for both link prediction and relation extraction." @default.
• W3012584427 created "2020-03-27" @default.
• W3012584427 creator A5030767284 @default.
• W3012584427 creator A5060484186 @default.
• W3012584427 creator A5076699095 @default.
• W3012584427 creator A5085691361 @default.
• W3012584427 creator A5089259739 @default.
• W3012584427 creator A5089762258 @default.
• W3012584427 date "2020-04-20" @default.
• W3012584427 modified "2023-10-14" @default.
• W3012584427 title "Relation Adversarial Network for Low Resource Knowledge Graph Completion" @default.
• W3012584427 cites W2080133951 @default.
• W3012584427 cites W2094728533 @default.
• W3012584427 cites W2136502946 @default.
• W3012584427 cites W2159630904 @default.
• W3012584427 cites W2250342289 @default.
• W3012584427 cites W2250539671 @default.
• W3012584427 cites W2250635077 @default.
• W3012584427 cites W2251135946 @default.
• W3012584427 cites W2251928912 @default.
• W3012584427 cites W2515462165 @default.
• W3012584427 cites W2593768305 @default.
• W3012584427 cites W2756566873 @default.
• W3012584427 cites W2770645414 @default.
• W3012584427 cites W2798377719 @default.
• W3012584427 cites W2889234142 @default.
• W3012584427 cites W2890299555 @default.
• W3012584427 cites W2892202790 @default.
• W3012584427 cites W2904549000 @default.
• W3012584427 cites W2912351665 @default.
• W3012584427 cites W2919278763 @default.
• W3012584427 cites W2953356739 @default.
• W3012584427 cites W2962739339 @default.
• W3012584427 cites W2962869320 @default.
• W3012584427 cites W2962986791 @default.
• W3012584427 cites W2963454301 @default.
• W3012584427 cites W2963655104 @default.
• W3012584427 cites W2963912690 @default.
• W3012584427 cites W2964317478 @default.
• W3012584427 cites W2971167006 @default.
• W3012584427 cites W2998115938 @default.
• W3012584427 doi "https://doi.org/10.1145/3366423.3380089" @default.
• W3012584427 hasPublicationYear "2020" @default.
• W3012584427 type Work @default.
• W3012584427 sameAs 3012584427 @default.
• W3012584427 citedByCount "50" @default.
• W3012584427 countsByYear W30125844272020 @default.
• W3012584427 countsByYear W30125844272021 @default.
• W3012584427 countsByYear W30125844272022 @default.
• W3012584427 countsByYear W30125844272023 @default.
• W3012584427 crossrefType "proceedings-article" @default.
• W3012584427 hasAuthorship W3012584427A5030767284 @default.
• W3012584427 hasAuthorship W3012584427A5060484186 @default.
• W3012584427 hasAuthorship W3012584427A5076699095 @default.
• W3012584427 hasAuthorship W3012584427A5085691361 @default.
• W3012584427 hasAuthorship W3012584427A5089259739 @default.
• W3012584427 hasAuthorship W3012584427A5089762258 @default.
• W3012584427 hasBestOaLocation W30125844272 @default.
• W3012584427 hasConcept C119857082 @default.
• W3012584427 hasConcept C124101348 @default.
• W3012584427 hasConcept C132525143 @default.
• W3012584427 hasConcept C153604712 @default.
• W3012584427 hasConcept C154945302 @default.
• W3012584427 hasConcept C206345919 @default.
• W3012584427 hasConcept C25343380 @default.
• W3012584427 hasConcept C2779803651 @default.
• W3012584427 hasConcept C2987255567 @default.
• W3012584427 hasConcept C31258907 @default.
• W3012584427 hasConcept C37736160 @default.
• W3012584427 hasConcept C41008148 @default.
• W3012584427 hasConcept C76155785 @default.
• W3012584427 hasConcept C80444323 @default.
• W3012584427 hasConcept C94915269 @default.
• W3012584427 hasConceptScore W3012584427C119857082 @default.
• W3012584427 hasConceptScore W3012584427C124101348 @default.
• W3012584427 hasConceptScore W3012584427C132525143 @default.
• W3012584427 hasConceptScore W3012584427C153604712 @default.
• W3012584427 hasConceptScore W3012584427C154945302 @default.
• W3012584427 hasConceptScore W3012584427C206345919 @default.
• W3012584427 hasConceptScore W3012584427C25343380 @default.
• W3012584427 hasConceptScore W3012584427C2779803651 @default.
• W3012584427 hasConceptScore W3012584427C2987255567 @default.
• W3012584427 hasConceptScore W3012584427C31258907 @default.
• W3012584427 hasConceptScore W3012584427C37736160 @default.
• W3012584427 hasConceptScore W3012584427C41008148 @default.
• W3012584427 hasConceptScore W3012584427C76155785 @default.
• W3012584427 hasConceptScore W3012584427C80444323 @default.
• W3012584427 hasConceptScore W3012584427C94915269 @default.
• W3012584427 hasLocation W30125844271 @default.
• W3012584427 hasLocation W30125844272 @default.
• W3012584427 hasOpenAccess W3012584427 @default.
• W3012584427 hasPrimaryLocation W30125844271 @default.
• W3012584427 hasRelatedWork W2768762802 @default.
• W3012584427 hasRelatedWork W2947903144 @default.
• W3012584427 hasRelatedWork W2952541330 @default.
• W3012584427 hasRelatedWork W2984616234 @default.
• W3012584427 hasRelatedWork W3005672611 @default.
• W3012584427 hasRelatedWork W3012584427 @default.
• W3012584427 hasRelatedWork W3106829820 @default.
• W3012584427 hasRelatedWork W3180352486 @default.

• next