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Knowledge Computing group - MSRA
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TIARA：Is the retrieved item in Schema Retriever the classes and relations in the entire KG #20

Closed LLLLLLoki closed 1 year ago

LLLLLLoki commented 1 year ago

This article is very creative and I am very interested. Is the retrieved item in Schema Retriever the classes and relations in the entire KG？ Are there too many retrieved item candidates? When will the code for this project be released?

HaishuoFang commented 1 year ago

second this

ShoRit commented 1 year ago

The code directory for this project has not been updated yet.

yhshu commented 1 year ago

This article is very creative and I am very interested. Is the retrieved item in Schema Retriever the classes and relations in the entire KG？ Are there too many retrieved item candidates? When will the code for this project be released?

Thanks for your interest. We use ~2k classes and ~6k relations for GrailQA setting (ontology is provided by GrailQA), and relations from 2-hop entity neighborhoods for WebQSP (no class for WebQSP). The efficiency is not a huge concern in our experiments. It takes around 1.4 s per question to inference with an NVIDIA A100 GPU for GrailQA setting.

yhshu commented 1 year ago

second this

Thanks for your interest. Because of the Microsoft code review process, I have no idea when it would be open source. I believe it will be public soon.

tellarin commented 1 year ago

Code has been released. Closing this issue for now. Feel free to open new specific issues with any questions/problems.