FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2963676207> ?p ?o ?g. }

• W2963676207 abstract "We propose a model to learn visually grounded word embeddings (vis-w2v) to capture visual notions of semantic relatedness. While word embeddings trained using text have been extremely successful, they cannot uncover notions of semantic relatedness implicit in our visual world. For instance, although eats and stares at seem unrelated in text, they share semantics visually. When people are eating something, they also tend to stare at the food. Grounding diverse relations like eats and stares at into vision remains challenging, despite recent progress in vision. We note that the visual grounding of words depends on semantics, and not the literal pixels. We thus use abstract scenes created from clipart to provide the visual grounding. We find that the embeddings we learn capture fine-grained, visually grounded notions of semantic relatedness. We show improvements over text-only word embeddings (word2vec) on three tasks: common-sense assertion classification, visual paraphrasing and text-based image retrieval. Our code and datasets are available online." @default.
• W2963676207 created "2019-07-30" @default.
• W2963676207 creator A5041797310 @default.
• W2963676207 creator A5045861415 @default.
• W2963676207 creator A5050342343 @default.
• W2963676207 creator A5070914582 @default.
• W2963676207 date "2016-06-01" @default.
• W2963676207 modified "2023-09-24" @default.
• W2963676207 title "VisualWord2Vec (Vis-W2V): Learning Visually Grounded Word Embeddings Using Abstract Scenes" @default.
• W2963676207 cites W1895577753 @default.
• W2963676207 cites W1903029394 @default.
• W2963676207 cites W1905533542 @default.
• W2963676207 cites W1905882502 @default.
• W2963676207 cites W1924121366 @default.
• W2963676207 cites W1933349210 @default.
• W2963676207 cites W1982185844 @default.
• W2963676207 cites W1983927101 @default.
• W2963676207 cites W1996418862 @default.
• W2963676207 cites W2066134726 @default.
• W2963676207 cites W2077566853 @default.
• W2963676207 cites W2102605133 @default.
• W2963676207 cites W2110933980 @default.
• W2963676207 cites W2117130368 @default.
• W2963676207 cites W2125436662 @default.
• W2963676207 cites W2134237567 @default.
• W2963676207 cites W2142192571 @default.
• W2963676207 cites W2169852119 @default.
• W2963676207 cites W2196779496 @default.
• W2963676207 cites W2250742840 @default.
• W2963676207 cites W2951183276 @default.
• W2963676207 cites W2963871344 @default.
• W2963676207 cites W343636949 @default.
• W2963676207 cites W4250397629 @default.
• W2963676207 cites W68733909 @default.
• W2963676207 doi "https://doi.org/10.1109/cvpr.2016.539" @default.
• W2963676207 hasPublicationYear "2016" @default.
• W2963676207 type Work @default.
• W2963676207 sameAs 2963676207 @default.
• W2963676207 citedByCount "54" @default.
• W2963676207 countsByYear W29636762072016 @default.
• W2963676207 countsByYear W29636762072017 @default.
• W2963676207 countsByYear W29636762072018 @default.
• W2963676207 countsByYear W29636762072019 @default.
• W2963676207 countsByYear W29636762072020 @default.
• W2963676207 countsByYear W29636762072021 @default.
• W2963676207 countsByYear W29636762072023 @default.
• W2963676207 crossrefType "proceedings-article" @default.
• W2963676207 hasAuthorship W2963676207A5041797310 @default.
• W2963676207 hasAuthorship W2963676207A5045861415 @default.
• W2963676207 hasAuthorship W2963676207A5050342343 @default.
• W2963676207 hasAuthorship W2963676207A5070914582 @default.
• W2963676207 hasBestOaLocation W29636762072 @default.
• W2963676207 hasConcept C11413529 @default.
• W2963676207 hasConcept C138885662 @default.
• W2963676207 hasConcept C154945302 @default.
• W2963676207 hasConcept C177264268 @default.
• W2963676207 hasConcept C184337299 @default.
• W2963676207 hasConcept C199360897 @default.
• W2963676207 hasConcept C204321447 @default.
• W2963676207 hasConcept C23123220 @default.
• W2963676207 hasConcept C2776461190 @default.
• W2963676207 hasConcept C2776760102 @default.
• W2963676207 hasConcept C2780882242 @default.
• W2963676207 hasConcept C40422974 @default.
• W2963676207 hasConcept C41008148 @default.
• W2963676207 hasConcept C41608201 @default.
• W2963676207 hasConcept C41895202 @default.
• W2963676207 hasConcept C90805587 @default.
• W2963676207 hasConceptScore W2963676207C11413529 @default.
• W2963676207 hasConceptScore W2963676207C138885662 @default.
• W2963676207 hasConceptScore W2963676207C154945302 @default.
• W2963676207 hasConceptScore W2963676207C177264268 @default.
• W2963676207 hasConceptScore W2963676207C184337299 @default.
• W2963676207 hasConceptScore W2963676207C199360897 @default.
• W2963676207 hasConceptScore W2963676207C204321447 @default.
• W2963676207 hasConceptScore W2963676207C23123220 @default.
• W2963676207 hasConceptScore W2963676207C2776461190 @default.
• W2963676207 hasConceptScore W2963676207C2776760102 @default.
• W2963676207 hasConceptScore W2963676207C2780882242 @default.
• W2963676207 hasConceptScore W2963676207C40422974 @default.
• W2963676207 hasConceptScore W2963676207C41008148 @default.
• W2963676207 hasConceptScore W2963676207C41608201 @default.
• W2963676207 hasConceptScore W2963676207C41895202 @default.
• W2963676207 hasConceptScore W2963676207C90805587 @default.
• W2963676207 hasLocation W29636762071 @default.
• W2963676207 hasLocation W29636762072 @default.
• W2963676207 hasOpenAccess W2963676207 @default.
• W2963676207 hasPrimaryLocation W29636762071 @default.
• W2963676207 hasRelatedWork W2408387521 @default.
• W2963676207 hasRelatedWork W2556436093 @default.
• W2963676207 hasRelatedWork W2747424680 @default.
• W2963676207 hasRelatedWork W2953749697 @default.
• W2963676207 hasRelatedWork W2995505879 @default.
• W2963676207 hasRelatedWork W3107535086 @default.
• W2963676207 hasRelatedWork W3157315903 @default.
• W2963676207 hasRelatedWork W3204309793 @default.
• W2963676207 hasRelatedWork W4206379985 @default.
• W2963676207 hasRelatedWork W4298857951 @default.
• W2963676207 isParatext "false" @default.
• W2963676207 isRetracted "false" @default.

• next