Multi Objective, Rankings, Selection Bias, Transformers, Ml So Good.
biased historical data perpetuates the bias via a self-reinforcing feedback loop. This can lead to suboptimal outcomes where items that are more relevant but are shown in lower positions continue to get lower engagement and thus don’t improve their rank. Position-index is the index number of items