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Netflix尝试用自家语言模型GenRec替代传统推荐逻辑,效果提升显著,值得一试。
Netflix将其多年推荐引擎与内部语言模型GenRec对比,结果显示GenRec表现更佳。GenRec将观看行为转换为纯文本,而非依赖数千个手工特征。Netflix称其为‘早期但很有希望的步骤’。
原文 · Decoder
Netflix tests language model as alternative to hand-built recommendation logic
Netflix pitted its years-old recommendation engine against an in-house language model called GenRec and says it got better results. Instead of relying on thousands of hand-crafted features, GenRec converts viewing behavior into plain text. Netflix itself calls it "an early but promising step." The article Netflix tests language model as alternative to hand-built recommendation logic appeared first on The Decoder .