Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313060701> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4313060701 endingPage "309" @default.
- W4313060701 startingPage "298" @default.
- W4313060701 abstract "The goal of multimodal aspect-based sentiment analysis is to comprehensively utilize data from different modalities (e.g.,, text and image) to identify aspect-specific sentiment polarity. Existing works have proposed many methods for fusing text and image information and achie-ved satisfactory results. However, they fail to filter noise in the image information and ignore the progressive learning process of sentiment features. To solve these problems, we propose an interactive fusion network with recurrent attention. Specifically, we first use two encoders to encode text and image data, respectively. Then we use the attention mechanism to obtain the semantic information of the image at the token level. Next, we employ GRU to filter out the noise in the image and fuse information from different modalities. Finally, we design a decoder with recurrent attention to progressively learn aspect-specific sentiment features for classification. The results on two Twitter datasets show that our method outperforms all baselines." @default.
- W4313060701 created "2023-01-06" @default.
- W4313060701 creator A5003742879 @default.
- W4313060701 creator A5008366157 @default.
- W4313060701 creator A5009793277 @default.
- W4313060701 creator A5018149714 @default.
- W4313060701 creator A5048809651 @default.
- W4313060701 date "2022-01-01" @default.
- W4313060701 modified "2023-10-18" @default.
- W4313060701 title "Interactive Fusion Network with Recurrent Attention for Multimodal Aspect-based Sentiment Analysis" @default.
- W4313060701 cites W2157331557 @default.
- W4313060701 cites W2165855670 @default.
- W4313060701 cites W2194775991 @default.
- W4313060701 cites W2252057809 @default.
- W4313060701 cites W2745461083 @default.
- W4313060701 cites W2808182015 @default.
- W4313060701 cites W2891778157 @default.
- W4313060701 cites W2905551935 @default.
- W4313060701 cites W2964010806 @default.
- W4313060701 cites W2966765144 @default.
- W4313060701 cites W3034206885 @default.
- W4313060701 cites W3104186312 @default.
- W4313060701 cites W3163550658 @default.
- W4313060701 cites W3199982471 @default.
- W4313060701 doi "https://doi.org/10.1007/978-3-031-20503-3_24" @default.
- W4313060701 hasPublicationYear "2022" @default.
- W4313060701 type Work @default.
- W4313060701 citedByCount "0" @default.
- W4313060701 crossrefType "book-chapter" @default.
- W4313060701 hasAuthorship W4313060701A5003742879 @default.
- W4313060701 hasAuthorship W4313060701A5008366157 @default.
- W4313060701 hasAuthorship W4313060701A5009793277 @default.
- W4313060701 hasAuthorship W4313060701A5018149714 @default.
- W4313060701 hasAuthorship W4313060701A5048809651 @default.
- W4313060701 hasConcept C104317684 @default.
- W4313060701 hasConcept C106131492 @default.
- W4313060701 hasConcept C111919701 @default.
- W4313060701 hasConcept C115961682 @default.
- W4313060701 hasConcept C118505674 @default.
- W4313060701 hasConcept C119599485 @default.
- W4313060701 hasConcept C119857082 @default.
- W4313060701 hasConcept C127413603 @default.
- W4313060701 hasConcept C141353440 @default.
- W4313060701 hasConcept C144024400 @default.
- W4313060701 hasConcept C153180895 @default.
- W4313060701 hasConcept C154945302 @default.
- W4313060701 hasConcept C185592680 @default.
- W4313060701 hasConcept C2779903281 @default.
- W4313060701 hasConcept C31972630 @default.
- W4313060701 hasConcept C36289849 @default.
- W4313060701 hasConcept C38652104 @default.
- W4313060701 hasConcept C41008148 @default.
- W4313060701 hasConcept C48145219 @default.
- W4313060701 hasConcept C55493867 @default.
- W4313060701 hasConcept C66402592 @default.
- W4313060701 hasConcept C66746571 @default.
- W4313060701 hasConcept C98045186 @default.
- W4313060701 hasConcept C99498987 @default.
- W4313060701 hasConceptScore W4313060701C104317684 @default.
- W4313060701 hasConceptScore W4313060701C106131492 @default.
- W4313060701 hasConceptScore W4313060701C111919701 @default.
- W4313060701 hasConceptScore W4313060701C115961682 @default.
- W4313060701 hasConceptScore W4313060701C118505674 @default.
- W4313060701 hasConceptScore W4313060701C119599485 @default.
- W4313060701 hasConceptScore W4313060701C119857082 @default.
- W4313060701 hasConceptScore W4313060701C127413603 @default.
- W4313060701 hasConceptScore W4313060701C141353440 @default.
- W4313060701 hasConceptScore W4313060701C144024400 @default.
- W4313060701 hasConceptScore W4313060701C153180895 @default.
- W4313060701 hasConceptScore W4313060701C154945302 @default.
- W4313060701 hasConceptScore W4313060701C185592680 @default.
- W4313060701 hasConceptScore W4313060701C2779903281 @default.
- W4313060701 hasConceptScore W4313060701C31972630 @default.
- W4313060701 hasConceptScore W4313060701C36289849 @default.
- W4313060701 hasConceptScore W4313060701C38652104 @default.
- W4313060701 hasConceptScore W4313060701C41008148 @default.
- W4313060701 hasConceptScore W4313060701C48145219 @default.
- W4313060701 hasConceptScore W4313060701C55493867 @default.
- W4313060701 hasConceptScore W4313060701C66402592 @default.
- W4313060701 hasConceptScore W4313060701C66746571 @default.
- W4313060701 hasConceptScore W4313060701C98045186 @default.
- W4313060701 hasConceptScore W4313060701C99498987 @default.
- W4313060701 hasLocation W43130607011 @default.
- W4313060701 hasOpenAccess W4313060701 @default.
- W4313060701 hasPrimaryLocation W43130607011 @default.
- W4313060701 hasRelatedWork W2134473361 @default.
- W4313060701 hasRelatedWork W2359640100 @default.
- W4313060701 hasRelatedWork W3192794374 @default.
- W4313060701 hasRelatedWork W3214973351 @default.
- W4313060701 hasRelatedWork W4281608370 @default.
- W4313060701 hasRelatedWork W4285815787 @default.
- W4313060701 hasRelatedWork W4309986293 @default.
- W4313060701 hasRelatedWork W4313060701 @default.
- W4313060701 hasRelatedWork W4360986142 @default.
- W4313060701 hasRelatedWork W4362613237 @default.
- W4313060701 isParatext "false" @default.
- W4313060701 isRetracted "false" @default.
- W4313060701 workType "book-chapter" @default.