FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3165519921> ?p ?o ?g. }

• W3165519921 endingPage "113603" @default.
• W3165519921 startingPage "113603" @default.
• W3165519921 abstract "Many existing attention-based deep learning approaches to sentiment analysis have focused on words and represent an entire review text as a word sequence. However, these approaches overlook the differences in the importance of each sentence to the complete text. To solve this problem, some work has been performed to calculate sentence-level attention, but these studies use the same approach that is applied to word-level attention, which leads to unnecessary sequential structures and increased complexity of sentence representation. Therefore, in this paper, we propose a sentence-to-sentence attention network1 (S2SAN) using multihead self-attention. We conducted several domain-specific, cross-domain and multidomain sentiment analysis experiments with real-world datasets. The experimental results show that S2SAN outperforms other state-of-the-art models. Some classical sentiment classifiers [e.g., convolutional neural network (CNN), recurrent neural network (RNN), and long short-term memory (LSTM) models] achieve better accuracies when they are reconfigured to include sentence-to-sentence attention." @default.
• W3165519921 created "2021-06-07" @default.
• W3165519921 creator A5013736647 @default.
• W3165519921 creator A5042450827 @default.
• W3165519921 creator A5074052405 @default.
• W3165519921 date "2021-10-01" @default.
• W3165519921 modified "2023-10-17" @default.
• W3165519921 title "S2SAN: A sentence-to-sentence attention network for sentiment analysis of online reviews" @default.
• W3165519921 cites W1965449946 @default.
• W3165519921 cites W2004397454 @default.
• W3165519921 cites W2037299438 @default.
• W3165519921 cites W2121043186 @default.
• W3165519921 cites W2152153920 @default.
• W3165519921 cites W2162384303 @default.
• W3165519921 cites W2242874043 @default.
• W3165519921 cites W2335703454 @default.
• W3165519921 cites W2356706721 @default.
• W3165519921 cites W2546935677 @default.
• W3165519921 cites W2600116049 @default.
• W3165519921 cites W2768377508 @default.
• W3165519921 cites W2795988153 @default.
• W3165519921 cites W2801011252 @default.
• W3165519921 cites W2910215611 @default.
• W3165519921 cites W2923528470 @default.
• W3165519921 cites W2953461088 @default.
• W3165519921 cites W2963378656 @default.
• W3165519921 cites W3010370343 @default.
• W3165519921 cites W3010728474 @default.
• W3165519921 cites W3035381568 @default.
• W3165519921 cites W3038024393 @default.
• W3165519921 cites W3121845706 @default.
• W3165519921 cites W3141714916 @default.
• W3165519921 cites W4205184193 @default.
• W3165519921 doi "https://doi.org/10.1016/j.dss.2021.113603" @default.
• W3165519921 hasPublicationYear "2021" @default.
• W3165519921 type Work @default.
• W3165519921 sameAs 3165519921 @default.
• W3165519921 citedByCount "13" @default.
• W3165519921 countsByYear W31655199212021 @default.
• W3165519921 countsByYear W31655199212022 @default.
• W3165519921 countsByYear W31655199212023 @default.
• W3165519921 crossrefType "journal-article" @default.
• W3165519921 hasAuthorship W3165519921A5013736647 @default.
• W3165519921 hasAuthorship W3165519921A5042450827 @default.
• W3165519921 hasAuthorship W3165519921A5074052405 @default.
• W3165519921 hasConcept C108583219 @default.
• W3165519921 hasConcept C134306372 @default.
• W3165519921 hasConcept C138885662 @default.
• W3165519921 hasConcept C147168706 @default.
• W3165519921 hasConcept C154945302 @default.
• W3165519921 hasConcept C162324750 @default.
• W3165519921 hasConcept C17744445 @default.
• W3165519921 hasConcept C187736073 @default.
• W3165519921 hasConcept C199539241 @default.
• W3165519921 hasConcept C204321447 @default.
• W3165519921 hasConcept C2776359362 @default.
• W3165519921 hasConcept C2777530160 @default.
• W3165519921 hasConcept C2778112365 @default.
• W3165519921 hasConcept C2780451532 @default.
• W3165519921 hasConcept C28490314 @default.
• W3165519921 hasConcept C33923547 @default.
• W3165519921 hasConcept C35639132 @default.
• W3165519921 hasConcept C36503486 @default.
• W3165519921 hasConcept C41008148 @default.
• W3165519921 hasConcept C41895202 @default.
• W3165519921 hasConcept C50644808 @default.
• W3165519921 hasConcept C54355233 @default.
• W3165519921 hasConcept C66402592 @default.
• W3165519921 hasConcept C81363708 @default.
• W3165519921 hasConcept C86803240 @default.
• W3165519921 hasConcept C90805587 @default.
• W3165519921 hasConcept C94625758 @default.
• W3165519921 hasConceptScore W3165519921C108583219 @default.
• W3165519921 hasConceptScore W3165519921C134306372 @default.
• W3165519921 hasConceptScore W3165519921C138885662 @default.
• W3165519921 hasConceptScore W3165519921C147168706 @default.
• W3165519921 hasConceptScore W3165519921C154945302 @default.
• W3165519921 hasConceptScore W3165519921C162324750 @default.
• W3165519921 hasConceptScore W3165519921C17744445 @default.
• W3165519921 hasConceptScore W3165519921C187736073 @default.
• W3165519921 hasConceptScore W3165519921C199539241 @default.
• W3165519921 hasConceptScore W3165519921C204321447 @default.
• W3165519921 hasConceptScore W3165519921C2776359362 @default.
• W3165519921 hasConceptScore W3165519921C2777530160 @default.
• W3165519921 hasConceptScore W3165519921C2778112365 @default.
• W3165519921 hasConceptScore W3165519921C2780451532 @default.
• W3165519921 hasConceptScore W3165519921C28490314 @default.
• W3165519921 hasConceptScore W3165519921C33923547 @default.
• W3165519921 hasConceptScore W3165519921C35639132 @default.
• W3165519921 hasConceptScore W3165519921C36503486 @default.
• W3165519921 hasConceptScore W3165519921C41008148 @default.
• W3165519921 hasConceptScore W3165519921C41895202 @default.
• W3165519921 hasConceptScore W3165519921C50644808 @default.
• W3165519921 hasConceptScore W3165519921C54355233 @default.
• W3165519921 hasConceptScore W3165519921C66402592 @default.
• W3165519921 hasConceptScore W3165519921C81363708 @default.
• W3165519921 hasConceptScore W3165519921C86803240 @default.
• W3165519921 hasConceptScore W3165519921C90805587 @default.

• next