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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2025-02-10,本仓库收集汇总了推荐系统领域相关论文共**891**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2025-03-20,本仓库收集汇总了推荐系统领域相关论文共**892**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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- [EXTR - Click-Through Rate Prediction with Externalities in E-Commerce Sponsored Search](Industry/EXTR%20-%20Click-Through%20Rate%20Prediction%20with%20Externalities%20in%20E-Commerce%20Sponsored%20Search.pdf)
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- [End-to-End User Behavior Retrieval in Click-Through Rate Prediction Model](Industry/End-to-End%20User%20Behavior%20Retrieval%20in%20Click-Through%20Rate%20Prediction%20Model.pdf)
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- [Entire Space Learning Framework- Unbias Conversion Rate Prediction in Full Stages of Recommender System](Industry/Entire%20Space%20Learning%20Framework-%20Unbias%20Conversion%20Rate%20Prediction%20in%20Full%20Stages%20of%20Recommender%20System.pdf)
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- [Efficient Long Sequential Low-rank Adaptive Attention for Click-through rate Prediction](Industry/Efficient%20Long%20Sequential%20Low-rank%20Adaptive%20Attention%20for%20Click-through%20rate%20Prediction.pdf)
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- [FM2 - Field-matrixed Factorization Machines for Recommender Systems](Industry/FM2%20-%20Field-matrixed%20Factorization%20Machines%20for%20Recommender%20Systems.pdf)
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- [FeedRec - News Feed Recommendation with Various User Feedbacks](Industry/FeedRec%20-%20News%20Feed%20Recommendation%20with%20Various%20User%20Feedbacks.pdf)
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- [Fi-GNN - Modeling Feature Interactions via Graph Neural Networks for CTR Prediction](Industry/Fi-GNN%20-%20Modeling%20Feature%20Interactions%20via%20Graph%20Neural%20Networks%20for%20CTR%20Prediction.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 2025-02-10, **891** papers related to recommendation system have been collected and summarized in this repo,
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1. Up to 2025-03-20, **892** 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**, **Reinforcement Learning** and other fields, the repo will track the industry progress and update continuely.
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- [EXTR - Click-Through Rate Prediction with Externalities in E-Commerce Sponsored Search](Industry/EXTR%20-%20Click-Through%20Rate%20Prediction%20with%20Externalities%20in%20E-Commerce%20Sponsored%20Search.pdf)
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- [End-to-End User Behavior Retrieval in Click-Through Rate Prediction Model](Industry/End-to-End%20User%20Behavior%20Retrieval%20in%20Click-Through%20Rate%20Prediction%20Model.pdf)
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- [Entire Space Learning Framework- Unbias Conversion Rate Prediction in Full Stages of Recommender System](Industry/Entire%20Space%20Learning%20Framework-%20Unbias%20Conversion%20Rate%20Prediction%20in%20Full%20Stages%20of%20Recommender%20System.pdf)
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- [Efficient Long Sequential Low-rank Adaptive Attention for Click-through rate Prediction](Industry/Efficient%20Long%20Sequential%20Low-rank%20Adaptive%20Attention%20for%20Click-through%20rate%20Prediction.pdf)
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- [FM2 - Field-matrixed Factorization Machines for Recommender Systems](Industry/FM2%20-%20Field-matrixed%20Factorization%20Machines%20for%20Recommender%20Systems.pdf)
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- [FeedRec - News Feed Recommendation with Various User Feedbacks](Industry/FeedRec%20-%20News%20Feed%20Recommendation%20with%20Various%20User%20Feedbacks.pdf)
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- [Fi-GNN - Modeling Feature Interactions via Graph Neural Networks for CTR Prediction](Industry/Fi-GNN%20-%20Modeling%20Feature%20Interactions%20via%20Graph%20Neural%20Networks%20for%20CTR%20Prediction.pdf)

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