Multileaved Comparisons for Fast Online Evaluation

@inproceedings{Schuth2014MultileavedCF,
  title={Multileaved Comparisons for Fast Online Evaluation},
  author={Anne Schuth and Floor Sietsma and Shimon Whiteson and Damien Lefortier and Maarten de Rijke},
  booktitle={CIKM},
  year={2014}
}
Evaluation methods for information retrieval systems come in three types: offline evaluation, using static data sets annotated for relevance by human judges; user studies, usually conducted in a lab-based setting; and online evaluation, using implicit signals such as clicks from actual users. For the latter, preferences between rankers are typically inferred from implicit signals via interleaved comparison methods, which combine a pair of rankings and display the result to the user. We propose… CONTINUE READING
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