DATA PERPROCESS

[zwang0621]

Thank you for your work. I have a small question to ask regarding the generate_profile.py file in the generation subdirectory. Currently, it can only generate responses (i.e., summarizations and reasonings) for a single random prompt. If I have a dataset with tens of thousands of entries, how can I implement batch generation of responses and write them into a new file? Additionally, do the item_prf.pkl and user_prf.pkl files in your dataset include all these summarizations and reasonings?

[Re-bin]

Hi 👋!

Thanks for your interest in RLMRec! I think you can utilize the batch API provided by OpenAI or multi-thread programming for profile generation to accelerate the process.

Additionally, the provided item_prf.pkl and user_prf.pkl files contain all the summarizations and reasoning for users/items in our provided datasets.

Best regards,
Xubin