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EagleW avatar EagleW commented on August 23, 2024

Hi @chenwuperth, thank you very much for your interest in our research. After we used the entity mention extraction and linking system to extract important entities from the title, we will use those mentions to find their corresponding head or tail entities in the enhanced Knowledge base which is enhanced by the link prediction result. Those related head or tails and the extracted mentions together formed our terms for each pair of training, valid, or testing data.

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lora-h avatar lora-h commented on August 23, 2024

After you extract entities and relationships from the reference topic, how do you find the relevant head or tail nodes in the enhanced knowledge graph? How do you define the relevance? What is the method used?

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EagleW avatar EagleW commented on August 23, 2024

So I did the link prediction (which is in the github existing paper reading) over all entities in the knowledge graph and choose the top 10 mentions as the relevant entites

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EagleW avatar EagleW commented on August 23, 2024

Then we used all those triples as an enhanced knowledge graph

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lora-h avatar lora-h commented on August 23, 2024

Thank you for your prompt reply, I got it!

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EagleW avatar EagleW commented on August 23, 2024

Hope you have a great day!

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