Lerot: an online learning to rank framework

  title={Lerot: an online learning to rank framework},
  author={Anne Schuth and Katja Hofmann and Shimon Whiteson and Maarten de Rijke},
Online learning to rank methods for IR allow retrieval systems to optimize their own performance directly from interactions with users via click feedback. In the software package Lerot, presented in this paper, we have bundled all ingredients needed for experimenting with online learning to rank for IR. Lerot includes several online learning algorithms, interleaving methods and a full suite of ways to evaluate these methods. In the absence of real users, the evaluation method bundled in the… CONTINUE READING
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