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阿里妹导读:以深度学习为代表的人工智能在图像.语音和NLP领域带来了突破性的进展,在信息检索和个性化领域近几年也有不少公开文献,比如wide& deep实现了深度模型和浅层模型的结合,dssm用于计算语义相关性,deepfm增加了特征组合的能力,deep CF用深度学习实现协同过滤,rnn recommender 采用行为序列预估实现个性化推荐等. 工业级的信息检索或个性化系统是一个复杂的系统工程,深度学习的工业级应用需要具备三个条件:强大的系统计算能力,优秀的模型设计能力和合适的应用场景.今天
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阿里妹导读:以深度学习为代表的人工智能在图像.语音和NLP领域带来了突破性的进展,在信息检索和个性化领域近几年也有不少公开文献,比如wide& deep实现了深度模型和浅层模型的结合,dssm用于计算语义相关性,deepfm增加了特征组合的能力,deep CF用深度学习实现协同过滤,rnn recommender 采用行为序列预估实现个性化推荐等. 工业级的信息检索或个性化系统是一个复杂的系统工程,深度学习的工业级应用需要具备三个条件:强大的系统计算能力,优秀的模型设计能力和合适的应用场景.今天