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ComCon: Complementary-Contradictory Regularization for Multimodal Knowledge Graph Completion

delete2025-12-03
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PRE
AI
W
Wuyang Zhang
S
Shu Zhao
Y
Yunxia Yin
DOI:10.1016/j.inffus.2025.104016delete
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摘要

摘要

En 中文
• ComCon:利用互补-矛盾特征为MMKGC提出的新型正则化方法。 • 通过约束的多模态特征交互解决模态错位问题。 • 加权负采样(WNS)自适应地减少假阴性影响。

期刊

Information Fusion 封面图
Information Fusion
IF:
15.5
论文数:
4.2K
被引数:
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机构

A
Anhui University of Chinese Medicine
学者数:
4.9K
论文数: 2.0K
被引数: 7
A
anhui university
学者数:
1.9W
论文数: 1.2W
被引数: 24
引用论文

引用论文

Open knowledge graph completion with negative-aware representation learning and multi-source reliability inference
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PREAI
errPeng, Huang; Zeng, Weixin; Tang, Jiuyang; Wang, Mao; Huang, Hongbin; Zhao, Xiang
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Wikidata: A Free Collaborative Knowledgebase
err2014-09-23
err1.9K
errOAAI
errVrandecic, Denny; Kroetzsch, Markus
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ConeE: Global and local context-enhanced embedding for inductive knowledge graph completion
err2024-07-01
err1
PREAI
errWang, Jingchao; Li, Weimin; Liu, Fangfang; Wang, Zhenhai; Luvembe, Alex Munyole; Jin, Qun; Pan, Quanke; Liu, Fangyu
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