FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3212156961> ?p ?o ?g. }

• W3212156961 endingPage "40" @default.
• W3212156961 startingPage "12" @default.
• W3212156961 abstract "We introduce Latent Meaning Cells, a deep latent variable model which learns contextualized representations of words by combining local lexical context and metadata. Metadata can refer to granular context, such as section type, or to more global context, such as unique document ids. Reliance on metadata for contextualized representation learning is apropos in the clinical domain where text is semi-structured and expresses high variation in topics. We evaluate the LMC model on the task of zero-shot clinical acronym expansion across three datasets. The LMC significantly outperforms a diverse set of baselines at a fraction of the pre-training cost and learns clinically coherent representations. We demonstrate that not only is metadata itself very helpful for the task, but that the LMC inference algorithm provides an additional large benefit." @default.
• W3212156961 created "2021-11-22" @default.
• W3212156961 creator A5018949304 @default.
• W3212156961 creator A5021255571 @default.
• W3212156961 creator A5034426796 @default.
• W3212156961 creator A5047270546 @default.
• W3212156961 creator A5089134471 @default.
• W3212156961 date "2020-12-01" @default.
• W3212156961 modified "2023-09-23" @default.
• W3212156961 title "Zero-Shot Clinical Acronym Expansion via Latent Meaning Cells." @default.
• W3212156961 cites W15359877 @default.
• W3212156961 cites W2088833820 @default.
• W3212156961 cites W2095588973 @default.
• W3212156961 cites W2114388055 @default.
• W3212156961 cites W2159583324 @default.
• W3212156961 cites W2396881363 @default.
• W3212156961 cites W2557060223 @default.
• W3212156961 cites W2621398870 @default.
• W3212156961 cites W2911489562 @default.
• W3212156961 cites W2336646827 @default.
• W3212156961 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8594244" @default.
• W3212156961 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34790898" @default.
• W3212156961 hasPublicationYear "2020" @default.
• W3212156961 type Work @default.
• W3212156961 sameAs 3212156961 @default.
• W3212156961 citedByCount "4" @default.
• W3212156961 countsByYear W32121569612021 @default.
• W3212156961 countsByYear W32121569612022 @default.
• W3212156961 crossrefType "journal-article" @default.
• W3212156961 hasAuthorship W3212156961A5018949304 @default.
• W3212156961 hasAuthorship W3212156961A5021255571 @default.
• W3212156961 hasAuthorship W3212156961A5034426796 @default.
• W3212156961 hasAuthorship W3212156961A5047270546 @default.
• W3212156961 hasAuthorship W3212156961A5089134471 @default.
• W3212156961 hasConcept C136764020 @default.
• W3212156961 hasConcept C138885662 @default.
• W3212156961 hasConcept C151730666 @default.
• W3212156961 hasConcept C154945302 @default.
• W3212156961 hasConcept C15744967 @default.
• W3212156961 hasConcept C162324750 @default.
• W3212156961 hasConcept C177264268 @default.
• W3212156961 hasConcept C17744445 @default.
• W3212156961 hasConcept C187736073 @default.
• W3212156961 hasConcept C199360897 @default.
• W3212156961 hasConcept C199539241 @default.
• W3212156961 hasConcept C204321447 @default.
• W3212156961 hasConcept C23123220 @default.
• W3212156961 hasConcept C2776214188 @default.
• W3212156961 hasConcept C2776359362 @default.
• W3212156961 hasConcept C2779343474 @default.
• W3212156961 hasConcept C2780451532 @default.
• W3212156961 hasConcept C2780876879 @default.
• W3212156961 hasConcept C41008148 @default.
• W3212156961 hasConcept C41895202 @default.
• W3212156961 hasConcept C482391 @default.
• W3212156961 hasConcept C542102704 @default.
• W3212156961 hasConcept C86803240 @default.
• W3212156961 hasConcept C93518851 @default.
• W3212156961 hasConcept C94625758 @default.
• W3212156961 hasConceptScore W3212156961C136764020 @default.
• W3212156961 hasConceptScore W3212156961C138885662 @default.
• W3212156961 hasConceptScore W3212156961C151730666 @default.
• W3212156961 hasConceptScore W3212156961C154945302 @default.
• W3212156961 hasConceptScore W3212156961C15744967 @default.
• W3212156961 hasConceptScore W3212156961C162324750 @default.
• W3212156961 hasConceptScore W3212156961C177264268 @default.
• W3212156961 hasConceptScore W3212156961C17744445 @default.
• W3212156961 hasConceptScore W3212156961C187736073 @default.
• W3212156961 hasConceptScore W3212156961C199360897 @default.
• W3212156961 hasConceptScore W3212156961C199539241 @default.
• W3212156961 hasConceptScore W3212156961C204321447 @default.
• W3212156961 hasConceptScore W3212156961C23123220 @default.
• W3212156961 hasConceptScore W3212156961C2776214188 @default.
• W3212156961 hasConceptScore W3212156961C2776359362 @default.
• W3212156961 hasConceptScore W3212156961C2779343474 @default.
• W3212156961 hasConceptScore W3212156961C2780451532 @default.
• W3212156961 hasConceptScore W3212156961C2780876879 @default.
• W3212156961 hasConceptScore W3212156961C41008148 @default.
• W3212156961 hasConceptScore W3212156961C41895202 @default.
• W3212156961 hasConceptScore W3212156961C482391 @default.
• W3212156961 hasConceptScore W3212156961C542102704 @default.
• W3212156961 hasConceptScore W3212156961C86803240 @default.
• W3212156961 hasConceptScore W3212156961C93518851 @default.
• W3212156961 hasConceptScore W3212156961C94625758 @default.
• W3212156961 hasLocation W32121569611 @default.
• W3212156961 hasOpenAccess W3212156961 @default.
• W3212156961 hasPrimaryLocation W32121569611 @default.
• W3212156961 hasRelatedWork W1484468390 @default.
• W3212156961 hasRelatedWork W1509467138 @default.
• W3212156961 hasRelatedWork W1965294778 @default.
• W3212156961 hasRelatedWork W2062427795 @default.
• W3212156961 hasRelatedWork W2086253379 @default.
• W3212156961 hasRelatedWork W2111723403 @default.
• W3212156961 hasRelatedWork W2361349944 @default.
• W3212156961 hasRelatedWork W2381351160 @default.
• W3212156961 hasRelatedWork W2399583354 @default.
• W3212156961 hasRelatedWork W3107474891 @default.
• W3212156961 hasVolume "136" @default.

• next