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Rethinking the Item Order in Session-based Recommendation with Graph Neural NetworksCIKM 2019Please click here for GitHub link. Introduction 作者提出的觀點(diǎn)： 如何從會(huì)話中...
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What Can History Tell Us? Identifying Relevant Sessions for Next-Item RecommendationCIKM 2019 Introduction 作者提出了一種新的基于深度學(xué)習(xí)的方法來(lái)利用和整合短期用戶偏好和相關(guān)的長(zhǎng)期用戶偏好來(lái)進(jìn)行基于會(huì)話的推...
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ORDERED NEURONS: INTEGRATING TREE STRUCTURES INTO RECURRENT NEURAL NETWORKS
ICLR2019Please click here for GitHub link. Introduction Ordered Neurons（...
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Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons2019 EMNLPTencent AI Lab Introduction 結(jié)合了SAN和遞歸神經(jīng)網(wǎng)絡(luò)（RNN）優(yōu)勢(shì)的混合模型在機(jī)器翻譯任務(wù)上的...
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Graph Contextualized Self-Attention Network for Session-based RecommendationIJCAI2019 本論文在 Session-based Recommendation with Graph Neural Networks 論...
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Attention Is All You Need本文為Google在2017年發(fā)表的一片關(guān)于注意力機(jī)制的文章萝映。GitHub：https://github.com/jadore801120/at...
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Leveraging Meta-path based Context for Top-N Recommendation with A Neural Co-Attention ModelKDD 2018, August 19-23, 2018, London, United KingdomGithub: https://gith...
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Gated Graph Sequence Neural NetworksICLR 2016Github地址：https://github.com/Microsoft/gated-graph-neural-networ...
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The Graph Neural Network ModelIEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 20, NO. 1, JANUARY 2009 本文發(fā)表時(shí)...