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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jia Qin

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Open access Sep 2026

PKSF: A Task-Aware Prior Knowledge Selection and Fusion Framework for TextVQA

Text-based visual question answering (TextVQA) requires reasoning over images containing rich textual content, often involving knowledge beyond what is directly observable. Existing methods fuse visual objects and OCR tokens but struggle when questions require external knowledge. Moreover, naively incorporating retriev...

Zan-Xia Jin, Pinle Qin, Jia Qin et al. · 0 citations

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