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Aug 23, 2025 · 3 min read · DIN is published by Alibaba and Taobao in KDD’2018. The paper mentions that DIN was successfully deployed in the online display advertising system in Alibaba, serving the main traffic. Full Paper: Deep Interest Network for Click-Through Rate Predicti...
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Dec 27, 2024 · 4 min read · Authors in this paper propose approach to recommend personalized refinements (or filters) in feeds, such as search results, based on in-session user interactions. The model is based on the encoder only architecture of BERT and uses the Masked Languag...
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Dec 3, 2024 · 3 min read · Authors propose Online Personalized Attribute-based Re-ranker (OPAR), a light-weight, within-session personalization approach using multi-arm bandits (MAB). Each arm of the MAB represents an attribute. As users interact with products, the bandit lear...
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Dec 1, 2024 · 2 min read · Luong Attention is proposed in the paper Effective Approaches to Attention-based Neural Machine Translation with two variants Global Attention Local Attention The proposed NMT model architecture consists of LSTM encoder to encode input sequences ...
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Nov 30, 2024 · 2 min read · For the image captioning task, the paper Show, Attend and Tell: Neural Image Caption Generation with Visual Attention proposes three different attention mechanisms, Stochastic Hard Attention Deterministic Soft Attention Doubly Stochastic Attention...
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