UNK-VQA : A Dataset and a Probe Into the Abstention Ability of Multi-Modal Large Models
Teaching Visual Question Answering (VQA) models to refrain from answering unanswerable questions is necessary for building a trustworthy AI system. Existing studies, though have explored various aspects of VQA but somewhat ignored this particular attribute. This paper aims to bridge the research gap...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 01. Nov., Seite 10284-10296
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| 1. Verfasser: |
Guo, Yangyang
(VerfasserIn) |
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| Weitere Verfasser: |
Jiao, Fangkai,
Shen, Zhiqi,
Nie, Liqiang,
Kankanhalli, Mohan |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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