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ข้อมูลเชิงลึก - Zero-Shot Relational Learning
Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
Enhancing embedding-based TKGF models with LLMs improves zero-shot relational learning.
Leveraging Multimodal Information for Zero-Shot Relational Learning in Knowledge Graphs
The core message of this article is to propose a novel end-to-end framework, MRE, that integrates diverse multimodal information and knowledge graph structures to facilitate zero-shot relational learning, enabling the inference of missing triples for newly discovered relations without any associated training data.
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