zjunlp/MKG_Analogy
[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs
This project helps researchers and data scientists working with complex datasets to discover deeper connections between entities. It takes a knowledge graph containing facts and related images, then identifies analogies—like spotting patterns such as 'country is to capital as company is to headquarters.' The output helps users understand how different entities relate to each other, even across text and visual information.
132 stars. No commits in the last 6 months.
Use this if you need to find implicit or explicit analogical relationships within a multimodal knowledge graph that combines text-based facts and images.
Not ideal if your data lacks both structured knowledge graph information and associated images, or if you only need simple fact retrieval without analogical reasoning.
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132
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12
Language
Python
License
MIT
Category
Last pushed
Jul 28, 2024
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