FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3025303760> ?p ?o ?g. }

• W3025303760 abstract "Entity linking, the task of mapping textual mentions to known entities, has recently been tackled using contextualized neural networks. We address the question whether these results -- reported for large, high-quality datasets such as Wikipedia -- transfer to practical business use cases, where labels are scarce, text is low-quality, and terminology is highly domain-specific. Using an entity linking model based on BERT, a popular transformer network in natural language processing, we show that a neural approach outperforms and complements hand-coded heuristics, with improvements of about 20% top-1 accuracy. Also, the benefits of transfer learning on a large corpus are demonstrated, while fine-tuning proves difficult. Finally, we compare different BERT-based architectures and show that a simple sentence-wise encoding (Bi-Encoder) offers a fast yet efficient search in practice." @default.
• W3025303760 created "2020-05-21" @default.
• W3025303760 creator A5003612420 @default.
• W3025303760 creator A5080230086 @default.
• W3025303760 creator A5086647396 @default.
• W3025303760 date "2020-05-15" @default.
• W3025303760 modified "2023-09-27" @default.
• W3025303760 title "Neural Entity Linking on Technical Service Tickets" @default.
• W3025303760 cites W2054899689 @default.
• W3025303760 cites W2085337304 @default.
• W3025303760 cites W2100341149 @default.
• W3025303760 cites W2119465010 @default.
• W3025303760 cites W2127426251 @default.
• W3025303760 cites W2131357087 @default.
• W3025303760 cites W2230586094 @default.
• W3025303760 cites W2260776682 @default.
• W3025303760 cites W2574433773 @default.
• W3025303760 cites W2757369719 @default.
• W3025303760 cites W2783727254 @default.
• W3025303760 cites W2950641577 @default.
• W3025303760 cites W2951525155 @default.
• W3025303760 cites W2951532668 @default.
• W3025303760 cites W2963184844 @default.
• W3025303760 cites W2963341956 @default.
• W3025303760 cites W2963403868 @default.
• W3025303760 cites W2969574947 @default.
• W3025303760 cites W2971810142 @default.
• W3025303760 cites W2984354699 @default.
• W3025303760 cites W3014318675 @default.
• W3025303760 cites W7542544 @default.
• W3025303760 hasPublicationYear "2020" @default.
• W3025303760 type Work @default.
• W3025303760 sameAs 3025303760 @default.
• W3025303760 citedByCount "1" @default.
• W3025303760 countsByYear W30253037602020 @default.
• W3025303760 crossrefType "posted-content" @default.
• W3025303760 hasAuthorship W3025303760A5003612420 @default.
• W3025303760 hasAuthorship W3025303760A5080230086 @default.
• W3025303760 hasAuthorship W3025303760A5086647396 @default.
• W3025303760 hasConcept C111919701 @default.
• W3025303760 hasConcept C118505674 @default.
• W3025303760 hasConcept C119857082 @default.
• W3025303760 hasConcept C121332964 @default.
• W3025303760 hasConcept C127705205 @default.
• W3025303760 hasConcept C138885662 @default.
• W3025303760 hasConcept C150899416 @default.
• W3025303760 hasConcept C154945302 @default.
• W3025303760 hasConcept C162324750 @default.
• W3025303760 hasConcept C165801399 @default.
• W3025303760 hasConcept C187736073 @default.
• W3025303760 hasConcept C204321447 @default.
• W3025303760 hasConcept C2777530160 @default.
• W3025303760 hasConcept C2779135771 @default.
• W3025303760 hasConcept C2780451532 @default.
• W3025303760 hasConcept C41008148 @default.
• W3025303760 hasConcept C41895202 @default.
• W3025303760 hasConcept C4554734 @default.
• W3025303760 hasConcept C50644808 @default.
• W3025303760 hasConcept C547195049 @default.
• W3025303760 hasConcept C62520636 @default.
• W3025303760 hasConcept C66322947 @default.
• W3025303760 hasConcept C96711827 @default.
• W3025303760 hasConceptScore W3025303760C111919701 @default.
• W3025303760 hasConceptScore W3025303760C118505674 @default.
• W3025303760 hasConceptScore W3025303760C119857082 @default.
• W3025303760 hasConceptScore W3025303760C121332964 @default.
• W3025303760 hasConceptScore W3025303760C127705205 @default.
• W3025303760 hasConceptScore W3025303760C138885662 @default.
• W3025303760 hasConceptScore W3025303760C150899416 @default.
• W3025303760 hasConceptScore W3025303760C154945302 @default.
• W3025303760 hasConceptScore W3025303760C162324750 @default.
• W3025303760 hasConceptScore W3025303760C165801399 @default.
• W3025303760 hasConceptScore W3025303760C187736073 @default.
• W3025303760 hasConceptScore W3025303760C204321447 @default.
• W3025303760 hasConceptScore W3025303760C2777530160 @default.
• W3025303760 hasConceptScore W3025303760C2779135771 @default.
• W3025303760 hasConceptScore W3025303760C2780451532 @default.
• W3025303760 hasConceptScore W3025303760C41008148 @default.
• W3025303760 hasConceptScore W3025303760C41895202 @default.
• W3025303760 hasConceptScore W3025303760C4554734 @default.
• W3025303760 hasConceptScore W3025303760C50644808 @default.
• W3025303760 hasConceptScore W3025303760C547195049 @default.
• W3025303760 hasConceptScore W3025303760C62520636 @default.
• W3025303760 hasConceptScore W3025303760C66322947 @default.
• W3025303760 hasConceptScore W3025303760C96711827 @default.
• W3025303760 hasLocation W30253037601 @default.
• W3025303760 hasOpenAccess W3025303760 @default.
• W3025303760 hasPrimaryLocation W30253037601 @default.
• W3025303760 hasRelatedWork W1574911124 @default.
• W3025303760 hasRelatedWork W2121209318 @default.
• W3025303760 hasRelatedWork W2275568901 @default.
• W3025303760 hasRelatedWork W2296417260 @default.
• W3025303760 hasRelatedWork W2331372792 @default.
• W3025303760 hasRelatedWork W2339832510 @default.
• W3025303760 hasRelatedWork W2532281470 @default.
• W3025303760 hasRelatedWork W2543160993 @default.
• W3025303760 hasRelatedWork W2604950042 @default.
• W3025303760 hasRelatedWork W2619910338 @default.
• W3025303760 hasRelatedWork W3032537663 @default.
• W3025303760 hasRelatedWork W3044138606 @default.

• next