FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2901478611> ?p ?o ?g. }

• W2901478611 abstract "The meaning of a sentence is a function of the relations that hold between its words. We instantiate this relational view of semantics in a series of neural models based on variants of relation networks (RNs) which represent a set of objects (for us, words forming a sentence) in terms of representations of pairs of objects. We propose two extensions to the basic RN model for natural language. First, building on the intuition that not all word pairs are equally informative about the meaning of a sentence, we use constraints based on both supervised and unsupervised dependency syntax to control which relations influence the representation. Second, since higher-order relations are poorly captured by a sum of pairwise relations, we use a recurrent extension of RNs to propagate information so as to form representations of higher order relations. Experiments on sentence classification, sentence pair classification, and machine translation reveal that, while basic RNs are only modestly effective for sentence representation, recurrent RNs with latent syntax are a reliably powerful representational device." @default.
• W2901478611 created "2018-11-29" @default.
• W2901478611 creator A5014309771 @default.
• W2901478611 creator A5014554970 @default.
• W2901478611 creator A5038992613 @default.
• W2901478611 creator A5050487837 @default.
• W2901478611 creator A5061131385 @default.
• W2901478611 creator A5067222034 @default.
• W2901478611 date "2018-09-27" @default.
• W2901478611 modified "2023-09-27" @default.
• W2901478611 title "Sentence Encoding with Tree-constrained Relation Networks" @default.
• W2901478611 cites W1522301498 @default.
• W2901478611 cites W1574662932 @default.
• W2901478611 cites W1576002161 @default.
• W2901478611 cites W2013494846 @default.
• W2901478611 cites W2064675550 @default.
• W2901478611 cites W2095589793 @default.
• W2901478611 cites W2104246439 @default.
• W2901478611 cites W2107620532 @default.
• W2901478611 cites W2144600658 @default.
• W2901478611 cites W2146502635 @default.
• W2901478611 cites W2250539671 @default.
• W2901478611 cites W2251939518 @default.
• W2901478611 cites W2547875792 @default.
• W2901478611 cites W2557321428 @default.
• W2901478611 cites W2570781790 @default.
• W2901478611 cites W2595713599 @default.
• W2901478611 cites W2600702321 @default.
• W2901478611 cites W2612881151 @default.
• W2901478611 cites W2617501642 @default.
• W2901478611 cites W2619818172 @default.
• W2901478611 cites W2624614404 @default.
• W2901478611 cites W2626778328 @default.
• W2901478611 cites W2768029001 @default.
• W2901478611 cites W2787108264 @default.
• W2901478611 cites W2804716494 @default.
• W2901478611 cites W2949300694 @default.
• W2901478611 cites W2949847915 @default.
• W2901478611 cites W2951588135 @default.
• W2901478611 cites W2952113915 @default.
• W2901478611 cites W2952191002 @default.
• W2901478611 cites W2952644835 @default.
• W2901478611 cites W2953025129 @default.
• W2901478611 cites W2953084091 @default.
• W2901478611 cites W2964308564 @default.
• W2901478611 cites W3204406378 @default.
• W2901478611 hasPublicationYear "2018" @default.
• W2901478611 type Work @default.
• W2901478611 sameAs 2901478611 @default.
• W2901478611 citedByCount "2" @default.
• W2901478611 countsByYear W29014786112020 @default.
• W2901478611 crossrefType "posted-content" @default.
• W2901478611 hasAuthorship W2901478611A5014309771 @default.
• W2901478611 hasAuthorship W2901478611A5014554970 @default.
• W2901478611 hasAuthorship W2901478611A5038992613 @default.
• W2901478611 hasAuthorship W2901478611A5050487837 @default.
• W2901478611 hasAuthorship W2901478611A5061131385 @default.
• W2901478611 hasAuthorship W2901478611A5067222034 @default.
• W2901478611 hasConcept C138885662 @default.
• W2901478611 hasConcept C154945302 @default.
• W2901478611 hasConcept C204321447 @default.
• W2901478611 hasConcept C2777530160 @default.
• W2901478611 hasConcept C34849589 @default.
• W2901478611 hasConcept C41008148 @default.
• W2901478611 hasConcept C41895202 @default.
• W2901478611 hasConcept C60048249 @default.
• W2901478611 hasConcept C70777604 @default.
• W2901478611 hasConceptScore W2901478611C138885662 @default.
• W2901478611 hasConceptScore W2901478611C154945302 @default.
• W2901478611 hasConceptScore W2901478611C204321447 @default.
• W2901478611 hasConceptScore W2901478611C2777530160 @default.
• W2901478611 hasConceptScore W2901478611C34849589 @default.
• W2901478611 hasConceptScore W2901478611C41008148 @default.
• W2901478611 hasConceptScore W2901478611C41895202 @default.
• W2901478611 hasConceptScore W2901478611C60048249 @default.
• W2901478611 hasConceptScore W2901478611C70777604 @default.
• W2901478611 hasLocation W29014786111 @default.
• W2901478611 hasOpenAccess W2901478611 @default.
• W2901478611 hasPrimaryLocation W29014786111 @default.
• W2901478611 hasRelatedWork W2105946482 @default.
• W2901478611 hasRelatedWork W2149557440 @default.
• W2901478611 hasRelatedWork W2295947277 @default.
• W2901478611 hasRelatedWork W2740479371 @default.
• W2901478611 hasRelatedWork W2803986565 @default.
• W2901478611 hasRelatedWork W2806957444 @default.
• W2901478611 hasRelatedWork W2913142708 @default.
• W2901478611 hasRelatedWork W2920732287 @default.
• W2901478611 hasRelatedWork W2932132863 @default.
• W2901478611 hasRelatedWork W2950290711 @default.
• W2901478611 hasRelatedWork W2963958374 @default.
• W2901478611 hasRelatedWork W2988944673 @default.
• W2901478611 hasRelatedWork W3036683340 @default.
• W2901478611 hasRelatedWork W3096891545 @default.
• W2901478611 hasRelatedWork W3111367986 @default.
• W2901478611 hasRelatedWork W3132086009 @default.
• W2901478611 hasRelatedWork W3132311534 @default.
• W2901478611 hasRelatedWork W3160844635 @default.
• W2901478611 hasRelatedWork W3184516261 @default.
• W2901478611 hasRelatedWork W3201579280 @default.
• W2901478611 isParatext "false" @default.

• next