Towards Reliable and Faithful Explanations : A Disentanglement-Augmented Approach for Selective Rationalization
The pursuit of model explainability has prompted the selective rationalization (aka, rationale extraction) which can identify important features (i.e., rationales) from the original input to support prediction results. Existing methods typically involve a cascaded approach with a selector responsibl...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 11 vom: 01. Okt., Seite 9906-9921
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| Auteur principal: |
Yue, Linan
(Auteur) |
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| Autres auteurs: |
Liu, Qi,
Du, YiChao,
Wang, Li,
An, Yanqing,
Chen, Enhong |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2025
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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