Matches in SemOpenAlex for { <https://semopenalex.org/work/W4315694963> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4315694963 abstract "Recently, with the development of deep learning techniques, text classification methods have achieved remarkable results. However, the existing work usually models the entire text, less consideration is given to the hierarchical relationship between the texts, and the internal relationship between the preceding and following sentences is ignored. To address this issue, in this paper, we propose a hierarchical graph network model BHGAN based on BERT and utilizing graph attention network to model the hierarchical relationship of texts. When modeling, the semantic features are enhanced by the output of the intermediate layer of BERT, and the relationship between the whole sentence and the sub-sentence is used to construct a hierarchical graph network corresponding to each layer of BERT. The multi-level hierarchical relationship diagram we established not only considers the semantics of each layer, but also the hierarchical relationship of the text. The experimental results show that the BHGAN model exhibits competitive results on the dataset." @default.
- W4315694963 created "2023-01-12" @default.
- W4315694963 creator A5016528100 @default.
- W4315694963 creator A5054465836 @default.
- W4315694963 creator A5073587128 @default.
- W4315694963 creator A5085448518 @default.
- W4315694963 date "2022-10-27" @default.
- W4315694963 modified "2023-10-06" @default.
- W4315694963 title "BHGAN: A Hierarchical Graph Network Based on Feature Enhancement" @default.
- W4315694963 cites W1832693441 @default.
- W4315694963 cites W2743104969 @default.
- W4315694963 cites W2788667846 @default.
- W4315694963 cites W2962739339 @default.
- W4315694963 cites W2962756421 @default.
- W4315694963 cites W2962946486 @default.
- W4315694963 cites W3035568641 @default.
- W4315694963 cites W3173753074 @default.
- W4315694963 cites W4229948749 @default.
- W4315694963 doi "https://doi.org/10.1109/iceet56468.2022.10007363" @default.
- W4315694963 hasPublicationYear "2022" @default.
- W4315694963 type Work @default.
- W4315694963 citedByCount "0" @default.
- W4315694963 crossrefType "proceedings-article" @default.
- W4315694963 hasAuthorship W4315694963A5016528100 @default.
- W4315694963 hasAuthorship W4315694963A5054465836 @default.
- W4315694963 hasAuthorship W4315694963A5073587128 @default.
- W4315694963 hasAuthorship W4315694963A5085448518 @default.
- W4315694963 hasConcept C124101348 @default.
- W4315694963 hasConcept C132525143 @default.
- W4315694963 hasConcept C138885662 @default.
- W4315694963 hasConcept C144986985 @default.
- W4315694963 hasConcept C154945302 @default.
- W4315694963 hasConcept C178790620 @default.
- W4315694963 hasConcept C184337299 @default.
- W4315694963 hasConcept C185592680 @default.
- W4315694963 hasConcept C199360897 @default.
- W4315694963 hasConcept C204321447 @default.
- W4315694963 hasConcept C2776401178 @default.
- W4315694963 hasConcept C2777530160 @default.
- W4315694963 hasConcept C2779227376 @default.
- W4315694963 hasConcept C2780801425 @default.
- W4315694963 hasConcept C41008148 @default.
- W4315694963 hasConcept C41895202 @default.
- W4315694963 hasConcept C80444323 @default.
- W4315694963 hasConceptScore W4315694963C124101348 @default.
- W4315694963 hasConceptScore W4315694963C132525143 @default.
- W4315694963 hasConceptScore W4315694963C138885662 @default.
- W4315694963 hasConceptScore W4315694963C144986985 @default.
- W4315694963 hasConceptScore W4315694963C154945302 @default.
- W4315694963 hasConceptScore W4315694963C178790620 @default.
- W4315694963 hasConceptScore W4315694963C184337299 @default.
- W4315694963 hasConceptScore W4315694963C185592680 @default.
- W4315694963 hasConceptScore W4315694963C199360897 @default.
- W4315694963 hasConceptScore W4315694963C204321447 @default.
- W4315694963 hasConceptScore W4315694963C2776401178 @default.
- W4315694963 hasConceptScore W4315694963C2777530160 @default.
- W4315694963 hasConceptScore W4315694963C2779227376 @default.
- W4315694963 hasConceptScore W4315694963C2780801425 @default.
- W4315694963 hasConceptScore W4315694963C41008148 @default.
- W4315694963 hasConceptScore W4315694963C41895202 @default.
- W4315694963 hasConceptScore W4315694963C80444323 @default.
- W4315694963 hasLocation W43156949631 @default.
- W4315694963 hasOpenAccess W4315694963 @default.
- W4315694963 hasPrimaryLocation W43156949631 @default.
- W4315694963 hasRelatedWork W1517743118 @default.
- W4315694963 hasRelatedWork W1567338489 @default.
- W4315694963 hasRelatedWork W159132833 @default.
- W4315694963 hasRelatedWork W1978971213 @default.
- W4315694963 hasRelatedWork W2104752822 @default.
- W4315694963 hasRelatedWork W2380694329 @default.
- W4315694963 hasRelatedWork W2923978210 @default.
- W4315694963 hasRelatedWork W3107474891 @default.
- W4315694963 hasRelatedWork W38394648 @default.
- W4315694963 hasRelatedWork W4283702175 @default.
- W4315694963 isParatext "false" @default.
- W4315694963 isRetracted "false" @default.
- W4315694963 workType "article" @default.