FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3202284475> ?p ?o ?g. }

• W3202284475 abstract "Transformers changed modern NLP in many ways. However, they can hardly exploit domain knowledge, and like other blackbox models, they lack interpretability. Unfortunately, structured knowledge injection, in the long run, risks to suffer from a knowledge acquisition bottleneck. We thus propose a memory enhancement of transformer models that makes use of unstructured domain knowledge expressed in plain natural language. An experimental evaluation conducted on two challenging NLP tasks demonstrates that our approach yields better performance and model interpretability than baseline transformer-based architectures." @default.
• W3202284475 created "2021-10-11" @default.
• W3202284475 creator A5058272366 @default.
• W3202284475 creator A5062424045 @default.
• W3202284475 creator A5080634543 @default.
• W3202284475 date "2021-09-02" @default.
• W3202284475 modified "2023-09-23" @default.
• W3202284475 title "MemBERT: Injecting Unstructured Knowledge into BERT" @default.
• W3202284475 cites W1793121960 @default.
• W3202284475 cites W2250762536 @default.
• W3202284475 cites W2296073425 @default.
• W3202284475 cites W2311110368 @default.
• W3202284475 cites W2327805699 @default.
• W3202284475 cites W2565304260 @default.
• W3202284475 cites W2734994265 @default.
• W3202284475 cites W2889436406 @default.
• W3202284475 cites W2889855823 @default.
• W3202284475 cites W2898875342 @default.
• W3202284475 cites W2901939789 @default.
• W3202284475 cites W2934842096 @default.
• W3202284475 cites W2955227499 @default.
• W3202284475 cites W2962772482 @default.
• W3202284475 cites W2962788148 @default.
• W3202284475 cites W2963341956 @default.
• W3202284475 cites W2963477884 @default.
• W3202284475 cites W2963704628 @default.
• W3202284475 cites W2964305556 @default.
• W3202284475 cites W2970327629 @default.
• W3202284475 cites W2970726176 @default.
• W3202284475 cites W2978017171 @default.
• W3202284475 cites W2988841832 @default.
• W3202284475 cites W2991675023 @default.
• W3202284475 cites W2994673210 @default.
• W3202284475 cites W3013192639 @default.
• W3202284475 cites W3015468748 @default.
• W3202284475 cites W3031696893 @default.
• W3202284475 cites W3034655362 @default.
• W3202284475 cites W3039578880 @default.
• W3202284475 cites W3047312186 @default.
• W3202284475 cites W3093260394 @default.
• W3202284475 cites W3094083263 @default.
• W3202284475 cites W3103764297 @default.
• W3202284475 cites W3130784583 @default.
• W3202284475 cites W3152624744 @default.
• W3202284475 cites W3159588055 @default.
• W3202284475 cites W3161206517 @default.
• W3202284475 hasPublicationYear "2021" @default.
• W3202284475 type Work @default.
• W3202284475 sameAs 3202284475 @default.
• W3202284475 citedByCount "0" @default.
• W3202284475 crossrefType "posted-content" @default.
• W3202284475 hasAuthorship W3202284475A5058272366 @default.
• W3202284475 hasAuthorship W3202284475A5062424045 @default.
• W3202284475 hasAuthorship W3202284475A5080634543 @default.
• W3202284475 hasConcept C119599485 @default.
• W3202284475 hasConcept C119857082 @default.
• W3202284475 hasConcept C124101348 @default.
• W3202284475 hasConcept C127413603 @default.
• W3202284475 hasConcept C149635348 @default.
• W3202284475 hasConcept C154945302 @default.
• W3202284475 hasConcept C165696696 @default.
• W3202284475 hasConcept C165801399 @default.
• W3202284475 hasConcept C204321447 @default.
• W3202284475 hasConcept C207685749 @default.
• W3202284475 hasConcept C2780513914 @default.
• W3202284475 hasConcept C2781067378 @default.
• W3202284475 hasConcept C2781252014 @default.
• W3202284475 hasConcept C38652104 @default.
• W3202284475 hasConcept C41008148 @default.
• W3202284475 hasConcept C66322947 @default.
• W3202284475 hasConcept C75684735 @default.
• W3202284475 hasConceptScore W3202284475C119599485 @default.
• W3202284475 hasConceptScore W3202284475C119857082 @default.
• W3202284475 hasConceptScore W3202284475C124101348 @default.
• W3202284475 hasConceptScore W3202284475C127413603 @default.
• W3202284475 hasConceptScore W3202284475C149635348 @default.
• W3202284475 hasConceptScore W3202284475C154945302 @default.
• W3202284475 hasConceptScore W3202284475C165696696 @default.
• W3202284475 hasConceptScore W3202284475C165801399 @default.
• W3202284475 hasConceptScore W3202284475C204321447 @default.
• W3202284475 hasConceptScore W3202284475C207685749 @default.
• W3202284475 hasConceptScore W3202284475C2780513914 @default.
• W3202284475 hasConceptScore W3202284475C2781067378 @default.
• W3202284475 hasConceptScore W3202284475C2781252014 @default.
• W3202284475 hasConceptScore W3202284475C38652104 @default.
• W3202284475 hasConceptScore W3202284475C41008148 @default.
• W3202284475 hasConceptScore W3202284475C66322947 @default.
• W3202284475 hasConceptScore W3202284475C75684735 @default.
• W3202284475 hasLocation W32022844751 @default.
• W3202284475 hasOpenAccess W3202284475 @default.
• W3202284475 hasPrimaryLocation W32022844751 @default.
• W3202284475 hasRelatedWork W2000072077 @default.
• W3202284475 hasRelatedWork W2017881743 @default.
• W3202284475 hasRelatedWork W2130420534 @default.
• W3202284475 hasRelatedWork W2250585720 @default.
• W3202284475 hasRelatedWork W2252012216 @default.
• W3202284475 hasRelatedWork W2950279864 @default.
• W3202284475 hasRelatedWork W2962996334 @default.
• W3202284475 hasRelatedWork W2978151859 @default.
• W3202284475 hasRelatedWork W3009396174 @default.

• next