Knowledge generation for zero-shot knowledge-based VQA

Previous solutions to knowledge-based visual question answering (K-VQA) retrieve knowledge from external knowledge bases and use supervised learning to train the K-VQA model. Recently pre-trained LLMs have been used as both a knowledge source and a zero-shot QA model for K-VQA and demonstrated promi...

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Bibliographic Details
Main Authors: CAO, Rui, JIANG, Jing
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/8726
https://ink.library.smu.edu.sg/context/sis_research/article/9729/viewcontent/2024.findings_eacl.36_pvoa.pdf
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Institution: Singapore Management University
Language: English

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