Platforms & Practice
24 min
Reading Its Own Handwriting: Position Bias, Feedback Loops and Counterfactual Correction
Move a document from rank 5 to rank 1 and its click-through rate jumps without its relevance changing at all. Train on those clicks and the model learns position, which the previous ranker chose, which means it learns to imitate …