Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385654417> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4385654417 endingPage "410" @default.
- W4385654417 startingPage "399" @default.
- W4385654417 abstract "Aspect Sentiment Triplet Extraction (ASTE) aims to extract the triplet of an aspect term, an opinion term, and their corresponding sentiment polarity from the review texts. Due to the complexity of language and the existence of multiple aspect terms and opinion terms in a single sentence, current models often confuse the connections between an aspect term and the opinion term describing it. To address this issue, we propose a pairing enhancement approach for ASTE, which incorporates contrastive learning during the training stage to inject aspect-opinion pairing knowledge into the triplet extraction model. Experimental results demonstrate that our approach performs well on four ASTE datasets (i.e., 14lap, 14res, 15res and 16res) compared to several related classical and state-of-the-art triplet extraction methods. Moreover, ablation studies conduct an analysis and verify the advantage of contrastive learning over other pairing enhancement approaches." @default.
- W4385654417 created "2023-08-09" @default.
- W4385654417 creator A5018748194 @default.
- W4385654417 creator A5046345742 @default.
- W4385654417 creator A5053479474 @default.
- W4385654417 creator A5069906359 @default.
- W4385654417 date "2023-01-01" @default.
- W4385654417 modified "2023-09-26" @default.
- W4385654417 title "A Pairing Enhancement Approach for Aspect Sentiment Triplet Extraction" @default.
- W4385654417 cites W2251294039 @default.
- W4385654417 cites W2465978385 @default.
- W4385654417 cites W2998446468 @default.
- W4385654417 cites W3105083537 @default.
- W4385654417 cites W3105293920 @default.
- W4385654417 cites W3138389337 @default.
- W4385654417 cites W3174860526 @default.
- W4385654417 cites W3176038554 @default.
- W4385654417 cites W3176690085 @default.
- W4385654417 cites W3176920001 @default.
- W4385654417 cites W3202729335 @default.
- W4385654417 cites W3207431201 @default.
- W4385654417 cites W3209661640 @default.
- W4385654417 cites W4236209210 @default.
- W4385654417 cites W4385567203 @default.
- W4385654417 cites W4385574140 @default.
- W4385654417 doi "https://doi.org/10.1007/978-3-031-40289-0_32" @default.
- W4385654417 hasPublicationYear "2023" @default.
- W4385654417 type Work @default.
- W4385654417 citedByCount "0" @default.
- W4385654417 crossrefType "book-chapter" @default.
- W4385654417 hasAuthorship W4385654417A5018748194 @default.
- W4385654417 hasAuthorship W4385654417A5046345742 @default.
- W4385654417 hasAuthorship W4385654417A5053479474 @default.
- W4385654417 hasAuthorship W4385654417A5069906359 @default.
- W4385654417 hasConcept C121332964 @default.
- W4385654417 hasConcept C14103023 @default.
- W4385654417 hasConcept C1491633281 @default.
- W4385654417 hasConcept C154945302 @default.
- W4385654417 hasConcept C185592680 @default.
- W4385654417 hasConcept C204321447 @default.
- W4385654417 hasConcept C26873012 @default.
- W4385654417 hasConcept C2777361361 @default.
- W4385654417 hasConcept C2777530160 @default.
- W4385654417 hasConcept C41008148 @default.
- W4385654417 hasConcept C54101563 @default.
- W4385654417 hasConcept C55493867 @default.
- W4385654417 hasConcept C61797465 @default.
- W4385654417 hasConcept C62520636 @default.
- W4385654417 hasConcept C66402592 @default.
- W4385654417 hasConcept C80444323 @default.
- W4385654417 hasConceptScore W4385654417C121332964 @default.
- W4385654417 hasConceptScore W4385654417C14103023 @default.
- W4385654417 hasConceptScore W4385654417C1491633281 @default.
- W4385654417 hasConceptScore W4385654417C154945302 @default.
- W4385654417 hasConceptScore W4385654417C185592680 @default.
- W4385654417 hasConceptScore W4385654417C204321447 @default.
- W4385654417 hasConceptScore W4385654417C26873012 @default.
- W4385654417 hasConceptScore W4385654417C2777361361 @default.
- W4385654417 hasConceptScore W4385654417C2777530160 @default.
- W4385654417 hasConceptScore W4385654417C41008148 @default.
- W4385654417 hasConceptScore W4385654417C54101563 @default.
- W4385654417 hasConceptScore W4385654417C55493867 @default.
- W4385654417 hasConceptScore W4385654417C61797465 @default.
- W4385654417 hasConceptScore W4385654417C62520636 @default.
- W4385654417 hasConceptScore W4385654417C66402592 @default.
- W4385654417 hasConceptScore W4385654417C80444323 @default.
- W4385654417 hasLocation W43856544171 @default.
- W4385654417 hasOpenAccess W4385654417 @default.
- W4385654417 hasPrimaryLocation W43856544171 @default.
- W4385654417 hasRelatedWork W103230005 @default.
- W4385654417 hasRelatedWork W2000379787 @default.
- W4385654417 hasRelatedWork W2098697817 @default.
- W4385654417 hasRelatedWork W2101717290 @default.
- W4385654417 hasRelatedWork W2364529976 @default.
- W4385654417 hasRelatedWork W2923978210 @default.
- W4385654417 hasRelatedWork W3085814693 @default.
- W4385654417 hasRelatedWork W3209984204 @default.
- W4385654417 hasRelatedWork W4286593247 @default.
- W4385654417 hasRelatedWork W4313149964 @default.
- W4385654417 isParatext "false" @default.
- W4385654417 isRetracted "false" @default.
- W4385654417 workType "book-chapter" @default.