论文标题

混合搜索和发现:基于标签的查询细化与上下文增强学习

Blending Search and Discovery: Tag-Based Query Refinement with Contextual Reinforcement Learning

论文作者

Yu, Bingqing, Tagliabue, Jacopo

论文摘要

我们将基于标签的查询精炼作为标准刻面搜索的移动友好替代品。我们通过增强学习应对推断挑战,并提出了一个深层的上下文强盗,可以在多租户的SaaS情景中有效地扩展。

We tackle tag-based query refinement as a mobile-friendly alternative to standard facet search. We approach the inference challenge with reinforcement learning, and propose a deep contextual bandit that can be efficiently scaled in a multi-tenant SaaS scenario.

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