dm2-nd/gentaxo

The source code used for self-supervised taxonomy expansion method GenTaxo, published in KDD 2021.

gentaxo's Issues

How to generate concept name generation datasets?

Hi there

Many thanks for publishing your code. After looking at the README and the paper, it's still unclear to me how to get the data format used as input in the concept name generation. I assume the present data in Concept_Name_Generation/data should serve as an example.

I don't understand the interaction (how to run) completely. From the paper I would gather, that to train the concept generation, it needs a taxonomy with masked concepts. However, I cannot see how to get such a dataset from my taxonomy in the format described in the README. Is this something I would need to implement from scratch? This seems strange, since I would have expected it to be part of the published code. Also, in the README there is just a call to a bash script, which does not seem to be dependent on the actual taxonomy.

Maybe I am misunderstanding. A clarification would be much appreciated. Thanks!

config files

Hello,

Thanks for sharing your code and data!
In the readme file, you mention the usage of config files. However, I was not able to locate any config_files folder?
Can you provide me with the config files?

Ines

Some questions about the code.

Hi, QingkaiZeng!
Thanks for offering a brand-new perspective towards Taxonomy Expansion task! I'm trying to learn more about how the Concept Name Generation works. It says the code is implemented based on TMN and GraphWriter-DGL, but I've noticed that the code is the exactly same to TMN without any new content or changes. I guess you didn't submit the latest version of the code correctly. LOL.

If you could share the latest version of your code that implements CNG module, it would be very much appreciated. Thanks a lot!

README?

Do you have a README file for using the code?