Matches in SemOpenAlex for { <https://semopenalex.org/work/W3156649833> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W3156649833 abstract "Probing neural models for the ability to perform downstream tasks using their activation patterns is often used to localize what parts of the network specialize in performing what tasks. However, little work addressed potential mediating factors in such comparisons. As a test-case mediating factor, we consider the prediction's context length, namely the length of the span whose processing is minimally required to perform the prediction. We show that not controlling for context length may lead to contradictory conclusions as to the localization patterns of the network, depending on the distribution of the probing dataset. Indeed, when probing BERT with seven tasks, we find that it is possible to get 196 different rankings between them when manipulating the distribution of context lengths in the probing dataset. We conclude by presenting best practices for conducting such comparisons in the future." @default.
- W3156649833 created "2021-04-26" @default.
- W3156649833 creator A5040286212 @default.
- W3156649833 creator A5059068945 @default.
- W3156649833 creator A5091218611 @default.
- W3156649833 date "2021-04-13" @default.
- W3156649833 modified "2023-09-27" @default.
- W3156649833 title "Mediators in Determining what Processing BERT Performs First" @default.
- W3156649833 cites W1501375624 @default.
- W3156649833 cites W1508977358 @default.
- W3156649833 cites W1825675169 @default.
- W3156649833 cites W1951216520 @default.
- W3156649833 cites W2108460050 @default.
- W3156649833 cites W2180093461 @default.
- W3156649833 cites W2250263931 @default.
- W3156649833 cites W2888329843 @default.
- W3156649833 cites W2925907129 @default.
- W3156649833 cites W2946417913 @default.
- W3156649833 cites W2953369973 @default.
- W3156649833 cites W2963341956 @default.
- W3156649833 cites W2963651521 @default.
- W3156649833 cites W2964159778 @default.
- W3156649833 cites W2985337504 @default.
- W3156649833 cites W2994934025 @default.
- W3156649833 cites W2997244573 @default.
- W3156649833 cites W3017701505 @default.
- W3156649833 cites W3035354904 @default.
- W3156649833 cites W3037191812 @default.
- W3156649833 cites W3091534907 @default.
- W3156649833 cites W3118485687 @default.
- W3156649833 cites W3159900299 @default.
- W3156649833 hasPublicationYear "2021" @default.
- W3156649833 type Work @default.
- W3156649833 sameAs 3156649833 @default.
- W3156649833 citedByCount "0" @default.
- W3156649833 crossrefType "posted-content" @default.
- W3156649833 hasAuthorship W3156649833A5040286212 @default.
- W3156649833 hasAuthorship W3156649833A5059068945 @default.
- W3156649833 hasAuthorship W3156649833A5091218611 @default.
- W3156649833 hasConcept C119857082 @default.
- W3156649833 hasConcept C127413603 @default.
- W3156649833 hasConcept C151730666 @default.
- W3156649833 hasConcept C154945302 @default.
- W3156649833 hasConcept C21547014 @default.
- W3156649833 hasConcept C2776207758 @default.
- W3156649833 hasConcept C2779343474 @default.
- W3156649833 hasConcept C41008148 @default.
- W3156649833 hasConcept C50644808 @default.
- W3156649833 hasConcept C86803240 @default.
- W3156649833 hasConceptScore W3156649833C119857082 @default.
- W3156649833 hasConceptScore W3156649833C127413603 @default.
- W3156649833 hasConceptScore W3156649833C151730666 @default.
- W3156649833 hasConceptScore W3156649833C154945302 @default.
- W3156649833 hasConceptScore W3156649833C21547014 @default.
- W3156649833 hasConceptScore W3156649833C2776207758 @default.
- W3156649833 hasConceptScore W3156649833C2779343474 @default.
- W3156649833 hasConceptScore W3156649833C41008148 @default.
- W3156649833 hasConceptScore W3156649833C50644808 @default.
- W3156649833 hasConceptScore W3156649833C86803240 @default.
- W3156649833 hasLocation W31566498331 @default.
- W3156649833 hasOpenAccess W3156649833 @default.
- W3156649833 hasPrimaryLocation W31566498331 @default.
- W3156649833 hasRelatedWork W1641002340 @default.
- W3156649833 hasRelatedWork W2766167722 @default.
- W3156649833 hasRelatedWork W2779437910 @default.
- W3156649833 hasRelatedWork W2804263691 @default.
- W3156649833 hasRelatedWork W2810069871 @default.
- W3156649833 hasRelatedWork W2954296400 @default.
- W3156649833 hasRelatedWork W2963016445 @default.
- W3156649833 hasRelatedWork W2970120757 @default.
- W3156649833 hasRelatedWork W2990820848 @default.
- W3156649833 hasRelatedWork W3007597770 @default.
- W3156649833 hasRelatedWork W3024007711 @default.
- W3156649833 hasRelatedWork W3034475796 @default.
- W3156649833 hasRelatedWork W3092361453 @default.
- W3156649833 hasRelatedWork W3115771530 @default.
- W3156649833 hasRelatedWork W3124034626 @default.
- W3156649833 hasRelatedWork W3127525130 @default.
- W3156649833 hasRelatedWork W3155744586 @default.
- W3156649833 hasRelatedWork W3171002765 @default.
- W3156649833 hasRelatedWork W3202546170 @default.
- W3156649833 hasRelatedWork W2185699865 @default.
- W3156649833 isParatext "false" @default.
- W3156649833 isRetracted "false" @default.
- W3156649833 magId "3156649833" @default.
- W3156649833 workType "article" @default.