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README.md

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# 推荐系统相关论文汇总
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([English Version is Here](/README_EN.md))
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## 介绍
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1. 截至2022-12-28,本仓库收集汇总了推荐系统领域相关论文共**543**篇,涉及:**召回****粗排****精排****重排****多任务****多场景****多模态****冷启动****校准**
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1. 截至2023-01-02,本仓库收集汇总了推荐系统领域相关论文共**543**篇,涉及:**召回****粗排****精排****重排****多任务****多场景****多模态****冷启动****校准**
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**纠偏****多样性****公平性****反馈延迟****蒸馏****对比学习****因果推断****Look-Alike****Learning-to-Rank****强化学习**等领域,本仓库会跟踪业界进展,持续更新。
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2. 因文件名特殊字符的限制,故论文title中所有的`:`都改为了`-`,检索时请注意。
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3. 文件名前缀中带有`[]`的,表明本人已经通读过,第一个`[]`中为论文年份,第二个`[]`中为发表机构或公司(可选),第三个`[]`中为论文提出的model或method的简称(可选)。
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#### Edge
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- [Real-time Short Video Recommendation on Mobile Devices](Industry/Edge/Real-time%20Short%20Video%20Recommendation%20on%20Mobile%20Devices.pdf)
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#### RepeatConsumption
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- [[2022][Tencent][NoveNet] Modeling User Repeat Consumption Behavior for Online Novel Recommendation](Industry/RepeatConsumption/%5B2022%5D%5BTencent%5D%5BNoveNet%5D%20Modeling%20User%20Repeat%20Consumption%20Behavior%20for%20Online%20Novel%20Recommendation.pdf)
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- [Buy It Again - Modeling Repeat Purchase Recommendations](Industry/RepeatConsumption/Buy%20It%20Again%20-%20Modeling%20Repeat%20Purchase%20Recommendations.pdf)
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- [Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems](Industry/RepeatConsumption/Modeling%20Item-Specific%20Temporal%20Dynamics%20of%20Repeat%20Consumption%20for%20Recommender%20Systems.pdf)
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- [Modeling User Repeat Consumption Behavior for Online Novel Recommendation](Industry/RepeatConsumption/Modeling%20User%20Repeat%20Consumption%20Behavior%20for%20Online%20Novel%20Recommendation.pdf)
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- [On the Value of Reminders within E-Commerce Recommendations](Industry/RepeatConsumption/On%20the%20Value%20of%20Reminders%20within%20E-Commerce%20Recommendations.pdf)
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- [Predicting Consumption Patterns with Repeated and Novel Events](Industry/RepeatConsumption/Predicting%20Consumption%20Patterns%20with%20Repeated%20and%20Novel%20Events.pdf)
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- [Predicting Music Relistening Behavior Using the ACT-R Framework](Industry/RepeatConsumption/Predicting%20Music%20Relistening%20Behavior%20Using%20the%20ACT-R%20Framework.pdf)

README_EN.md

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# Summary of Papers Related to Recommendation System
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## Introduce
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1. Up to 2022-12-28, **543** papers related to recommendation system have been collected and summarized in this repo,
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1. Up to 2023-01-02, **543** papers related to recommendation system have been collected and summarized in this repo,
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including: **Match**, **Pre-Rank**, **Rank**, **Re-Rank**, **Multi-Task**, **Multi-Scenario**, **Multi-Modal**, **Cold-Start**, **Calibration**,
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**Debias**, **Diversity**, **Fairness**, **Feedback-Delay**, **Distillation**, **Contrastive Learning**, **Casual Inference**,
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**Look-Alike**, **Learning-to-Rank**, **ReinForce Learning** and other fields, the repo will track the industry progress and update continuely.
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#### Edge
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- [Real-time Short Video Recommendation on Mobile Devices](Industry/Edge/Real-time%20Short%20Video%20Recommendation%20on%20Mobile%20Devices.pdf)
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#### RepeatConsumption
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- [[2022][Tencent][NoveNet] Modeling User Repeat Consumption Behavior for Online Novel Recommendation](Industry/RepeatConsumption/%5B2022%5D%5BTencent%5D%5BNoveNet%5D%20Modeling%20User%20Repeat%20Consumption%20Behavior%20for%20Online%20Novel%20Recommendation.pdf)
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- [Buy It Again - Modeling Repeat Purchase Recommendations](Industry/RepeatConsumption/Buy%20It%20Again%20-%20Modeling%20Repeat%20Purchase%20Recommendations.pdf)
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- [Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems](Industry/RepeatConsumption/Modeling%20Item-Specific%20Temporal%20Dynamics%20of%20Repeat%20Consumption%20for%20Recommender%20Systems.pdf)
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- [Modeling User Repeat Consumption Behavior for Online Novel Recommendation](Industry/RepeatConsumption/Modeling%20User%20Repeat%20Consumption%20Behavior%20for%20Online%20Novel%20Recommendation.pdf)
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- [On the Value of Reminders within E-Commerce Recommendations](Industry/RepeatConsumption/On%20the%20Value%20of%20Reminders%20within%20E-Commerce%20Recommendations.pdf)
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- [Predicting Consumption Patterns with Repeated and Novel Events](Industry/RepeatConsumption/Predicting%20Consumption%20Patterns%20with%20Repeated%20and%20Novel%20Events.pdf)
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- [Predicting Music Relistening Behavior Using the ACT-R Framework](Industry/RepeatConsumption/Predicting%20Music%20Relistening%20Behavior%20Using%20the%20ACT-R%20Framework.pdf)

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