reczoo/BARS

parameter setting for BCEloss on yelp2018

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Hi, I came across CIKM2021-SimpleX: A Simple and Strong Baseline forCollaborative Filtering, Nice work!
However, in terms of Table 1, I could not reproduce the result of BCELoss on yelp2018, Looking forward to your help!
Thanks a lot @zhujiem @xpai

xpai commented

Hi,I remember that BCE Loss should work with large number of negative samples. Meanwhile,batch sum is more stable than batch mean loss. I shall post the config here by this week (struggle on the ctr task recently)