Non-Clicks Mean Irrelevant? Propensity Ratio Scoring As a Correction

Nan Wang, Zhen Qin, Xuanhui Wang +1

Recent advances in unbiased learning to rank (LTR) count on Inverse Propensity Scoring (IPS) to eliminate bias in implicit feedback. Though theoretically sound in correcting the bi…