FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4365396142> ?p ?o ?g. }

• W4365396142 endingPage "396" @default.
• W4365396142 startingPage "384" @default.
• W4365396142 abstract "In multi-label text classification, the numbers of instances in different categories are usually extremely imbalanced. How to learn good models from imbalanced data is a challenging task. Some existing works tackle it through class re-balancing strategies or imbalanced loss objectives, but their performance remains limited in the cases of imbalanced distributed data. In this work, we propose a model, which combined Siamese Network and Bilateral-Branch Network to deal with both representation learning and classifier learning simultaneously. In the siamese network component, we propose a category-specific similarity strategy to improve the representation learning and adapt a novelty dynamic learning mechanism to make the model end-to-end trainable, and in the bilateral-branch network, we adopt the cumulative learning strategy to shift the learning focus from universal pattern to tail learning. In general, we adopt a multi-task architecture to ensure that both the head categories and the tail categories are adequately trained. The experiments on two benchmark datasets show that our method can improve the performance on the entire and tail categories, and achieves competitive performance compared with existing approaches." @default.
• W4365396142 created "2023-04-14" @default.
• W4365396142 creator A5006691314 @default.
• W4365396142 creator A5067208985 @default.
• W4365396142 creator A5079605672 @default.
• W4365396142 date "2023-01-01" @default.
• W4365396142 modified "2023-10-14" @default.
• W4365396142 title "BBSN: Bilateral-Branch Siamese Network for Imbalanced Multi-label Text Classification" @default.
• W4365396142 cites W2127589108 @default.
• W4365396142 cites W2131427446 @default.
• W4365396142 cites W2470673105 @default.
• W4365396142 cites W2739996966 @default.
• W4365396142 cites W2890362944 @default.
• W4365396142 cites W2950773003 @default.
• W4365396142 cites W2963351448 @default.
• W4365396142 cites W2963691377 @default.
• W4365396142 cites W2971092323 @default.
• W4365396142 cites W3034369739 @default.
• W4365396142 cites W3034601242 @default.
• W4365396142 cites W3034933032 @default.
• W4365396142 cites W3046209160 @default.
• W4365396142 cites W3095707208 @default.
• W4365396142 cites W3096688134 @default.
• W4365396142 cites W3098033069 @default.
• W4365396142 cites W3102124851 @default.
• W4365396142 cites W3115153860 @default.
• W4365396142 cites W3145428607 @default.
• W4365396142 cites W3179096061 @default.
• W4365396142 cites W3201658153 @default.
• W4365396142 cites W3209527742 @default.
• W4365396142 cites W4214810749 @default.
• W4365396142 doi "https://doi.org/10.1007/978-3-031-30111-7_33" @default.
• W4365396142 hasPublicationYear "2023" @default.
• W4365396142 type Work @default.
• W4365396142 citedByCount "0" @default.
• W4365396142 crossrefType "book-chapter" @default.
• W4365396142 hasAuthorship W4365396142A5006691314 @default.
• W4365396142 hasAuthorship W4365396142A5067208985 @default.
• W4365396142 hasAuthorship W4365396142A5079605672 @default.
• W4365396142 hasConcept C108583219 @default.
• W4365396142 hasConcept C119857082 @default.
• W4365396142 hasConcept C120665830 @default.
• W4365396142 hasConcept C120822770 @default.
• W4365396142 hasConcept C121332964 @default.
• W4365396142 hasConcept C13280743 @default.
• W4365396142 hasConcept C138885662 @default.
• W4365396142 hasConcept C154945302 @default.
• W4365396142 hasConcept C162324750 @default.
• W4365396142 hasConcept C17744445 @default.
• W4365396142 hasConcept C185798385 @default.
• W4365396142 hasConcept C187736073 @default.
• W4365396142 hasConcept C192209626 @default.
• W4365396142 hasConcept C199539241 @default.
• W4365396142 hasConcept C205649164 @default.
• W4365396142 hasConcept C27206212 @default.
• W4365396142 hasConcept C2776359362 @default.
• W4365396142 hasConcept C2778738651 @default.
• W4365396142 hasConcept C2780451532 @default.
• W4365396142 hasConcept C41008148 @default.
• W4365396142 hasConcept C59404180 @default.
• W4365396142 hasConcept C94625758 @default.
• W4365396142 hasConcept C95623464 @default.
• W4365396142 hasConceptScore W4365396142C108583219 @default.
• W4365396142 hasConceptScore W4365396142C119857082 @default.
• W4365396142 hasConceptScore W4365396142C120665830 @default.
• W4365396142 hasConceptScore W4365396142C120822770 @default.
• W4365396142 hasConceptScore W4365396142C121332964 @default.
• W4365396142 hasConceptScore W4365396142C13280743 @default.
• W4365396142 hasConceptScore W4365396142C138885662 @default.
• W4365396142 hasConceptScore W4365396142C154945302 @default.
• W4365396142 hasConceptScore W4365396142C162324750 @default.
• W4365396142 hasConceptScore W4365396142C17744445 @default.
• W4365396142 hasConceptScore W4365396142C185798385 @default.
• W4365396142 hasConceptScore W4365396142C187736073 @default.
• W4365396142 hasConceptScore W4365396142C192209626 @default.
• W4365396142 hasConceptScore W4365396142C199539241 @default.
• W4365396142 hasConceptScore W4365396142C205649164 @default.
• W4365396142 hasConceptScore W4365396142C27206212 @default.
• W4365396142 hasConceptScore W4365396142C2776359362 @default.
• W4365396142 hasConceptScore W4365396142C2778738651 @default.
• W4365396142 hasConceptScore W4365396142C2780451532 @default.
• W4365396142 hasConceptScore W4365396142C41008148 @default.
• W4365396142 hasConceptScore W4365396142C59404180 @default.
• W4365396142 hasConceptScore W4365396142C94625758 @default.
• W4365396142 hasConceptScore W4365396142C95623464 @default.
• W4365396142 hasLocation W43653961421 @default.
• W4365396142 hasOpenAccess W4365396142 @default.
• W4365396142 hasPrimaryLocation W43653961421 @default.
• W4365396142 hasRelatedWork W2908875379 @default.
• W4365396142 hasRelatedWork W3009238340 @default.
• W4365396142 hasRelatedWork W3158264953 @default.
• W4365396142 hasRelatedWork W3158586592 @default.
• W4365396142 hasRelatedWork W3197060662 @default.
• W4365396142 hasRelatedWork W4206762304 @default.
• W4365396142 hasRelatedWork W4213225422 @default.
• W4365396142 hasRelatedWork W4221136938 @default.
• W4365396142 hasRelatedWork W4297725807 @default.
• W4365396142 hasRelatedWork W4310989423 @default.

• next