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Is Position Bias in Dense Retrievers Built In-or Learned from Data?

Yu, Daegon et al.
arXiv (All) · Papers
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information-retrieval
Dense retrievers exhibit positional bias, favoring documents whose query-relevant information appears near the beginning and degrading retrieval performance when the information appears later. While prior work on positional bias in dense retrievers has largely focused on architectural explanations,
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