Construct · 1 fields · 1 citations

unbiased learning to rank: a standalone construct

One name. One construct. A landmark on the map.

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unbiasedlearning to rank1 CONSTRUCTUnbiased learning toJOACHIMS · INFORMATION

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Information retrieval

training ranking models from biased click logs by reweighting clicks with inverse propensity of examination so the learned objective is unbiased.

In information retrieval, unbiased learning to rank refers to training ranking models from biased click logs by reweighting clicks with inverse propensity of examination so the learned objective is unbiased. This meaning comes from Joachims (2017) in Proceedings of the Tenth ACM International Conference on Web Search and Data Mining.[1]

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Nearby constructs

click1 fields · 1 citationsanchor · a standalone constructinformation4 fields · 5 citationsjingle · one word, four constructslearning to rank1 fields · 1 citationsanchor · a standalone construct

References

  1. Joachims, T., Swaminathan, A., & Schnabel, T. (2017). Unbiased Learning-to-Rank with Biased Feedback. Proceedings of the Tenth ACM International Conference on Web Search and Data Mining. https://doi.org/10.1145/3018661.3018699

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