Towards unified multimodal editing with enhanced knowledge collaboration

Towards unified multimodal editing with enhanced knowledge collaboration

The swift advancement in Multimodal LLMs (MLLMs) also presents significant challenges for effective knowledge editing. Current methods, including intrinsic knowledge editing and external knowledge resorting, each possess strengths and weaknesses, struggling to balance the desired properties of relia...

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Bibliographic Details
Main Authors: PAN, Kaihang, FAN, Zhaoyu, LI, Juncheng, YU, Qifan, FEI, Hao, TANG, Siliang, HONG, Richang, ZHANG, Hanwang, Qianru SUN
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Multimodal LLMs
Knowledge editing
Intrinsic knowledge editing
External knowledge resorting
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/9401
https://ink.library.smu.edu.sg/context/sis_research/article/10401/viewcontent/2409.19872v2__2_.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/9401
https://ink.library.smu.edu.sg/context/sis_research/article/10401/viewcontent/2409.19872v2__2_.pdf

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