oezyurty / KCQRL

Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing
3 stars 1 forks source link

About Eedi dataset #1

Closed ZhijieXiong closed 3 weeks ago

ZhijieXiong commented 3 weeks ago

Thank you for your outstanding work. I have a question regarding the Eedi dataset. I wasn't able to find an application link for the dataset on Eedi's website. Could you please clarify which version of the dataset you used—was it from NeurIPS 2020, NeurIPS 2022, or possibly a new dataset? Thank you!

oezyurty commented 3 weeks ago

Thank you for your interest in our work!

It's not any of these NeurIPS datasets you mentioned, that's why I didn't refer any of them in our paper either. It's a new dataset we acquired via our research partnership.

As you would appreciate, I cannot speak on behalf of Eedi team. However, I believe you can reach out to their research them (and their chief data scientist) to get the dataset. After you acquired the data, you can pre-process it via our scripts.

Of note, I didnt inspect NeurIPS 2020 or 2022 datasets in detail. Perhaps, one can do the reverse engineering to check if the fields in our pre-processing script are matching any of these datasets. If you can find a match, I think you can use these datasets within our framework as well. (Of course, the final performance will be different as the distributions won't be the same.)

Hope my message clarifies your question!