Regarding the source of the description field for the Yelp dataset

[Smingaeng]

Hi,

I have a quick question about the data for the Yelp dataset.

In the user_prompts.json file, each business has a description field (e.g., "Users who enjoy outdoor shopping centers..."). This field doesn't appear to be in the original Yelp dataset.

Was this description field generated by an LLM?

Thanks for the clarification!

[Re-bin]

Hi 👋!

Thank you for your interest! The description is the item profile generated by LLMs. We use an item-to-user profile generation paradigm, where we first create item profiles and then build the context for user profile generation based on these item descriptions.

I hope this answer is helpful to you! :)

Best regards,
Xubin