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1 | 1 |
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2 | 2 | # Summary of Papers Related to Recommendation System
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3 | 3 | ## Introduce
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4 |
| -1. Up to 2025-03-20, **892** papers related to recommendation system have been collected and summarized in this repo, |
| 4 | +1. Up to 2025-03-24, **894** papers related to recommendation system have been collected and summarized in this repo, |
5 | 5 | including: **Match**, **Pre-Rank**, **Rank**, **Re-Rank**, **Multi-Task**, **Multi-Scenario**, **Multi-Modal**, **Cold-Start**, **Calibration**,
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6 | 6 | **Debias**, **Diversity**, **Fairness**, **Feedback-Delay**, **Distillation**, **Contrastive Learning**, **Casual Inference**,
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7 | 7 | **Look-Alike**, **Learning-to-Rank**, **Reinforcement Learning** and other fields, the repo will track the industry progress and update continuely.
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@@ -338,6 +338,7 @@ I will remove it immediately after verification.
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338 | 338 | #### Regression
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339 | 339 | - [[2014][Yahoo] Beyond Clicks - Dwell Time for Personalization](Industry/Regression/%5B2014%5D%5BYahoo%5D%20Beyond%20Clicks%20-%20Dwell%20Time%20for%20Personalization.pdf)
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340 | 340 | - [Conditional Quantile Estimation for Uncertain Watch Time in Short-Video Recommendation](Industry/Regression/Conditional%20Quantile%20Estimation%20for%20Uncertain%20Watch%20Time%20in%20Short-Video%20Recommendation.pdf)
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| 341 | +- [CREAD - A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems](Industry/Regression/CREAD%20-%20A%20Classification-Restoration%20Framework%20with%20Error%20Adaptive%20Discretization%20for%20Watch%20Time%20Prediction%20in%20Video%20Recommender%20Systems.pdf) |
341 | 342 | - [Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation](Industry/Regression/Deconfounding%20Duration%20Bias%20in%20Watch-time%20Prediction%20for%20Video%20Recommendation.pdf)
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342 | 343 | - [Tree based Progressive Regression Model for Watch-Time Prediction in Short-video Recommendation](Industry/Regression/Tree%20based%20Progressive%20Regression%20Model%20for%20Watch-Time%20Prediction%20in%20Short-video%20Recommendation.pdf)
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343 | 344 | #### AutomaticPlaylistContinuation
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@@ -371,6 +372,7 @@ I will remove it immediately after verification.
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371 | 372 | - [[2021][Alibaba] Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking - A Learnable Feature Selection based Approach](Pre-Rank/%5B2021%5D%5BAlibaba%5D%20Towards%20a%20Better%20Tradeoff%20between%20Effectiveness%20and%20Efficiency%20in%20Pre-Ranking%20-%20A%20Learnable%20Feature%20Selection%20based%20Approach.pdf)
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372 | 373 | - [[2022] On Ranking Consistency of Pre-ranking Stage](Pre-Rank/%5B2022%5D%20On%20Ranking%20Consistency%20of%20Pre-ranking%20Stage.pdf)
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373 | 374 | - [[2022][Meituan] Contrastive Information Transfer for Pre-Ranking Systems](Pre-Rank/%5B2022%5D%5BMeituan%5D%20Contrastive%20Information%20Transfer%20for%20Pre-Ranking%20Systems.pdf)
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| 375 | +- [A Hybrid Cross-Stage Coordination Pre-ranking Model for Online Recommendation Systems](Pre-Rank/A%20Hybrid%20Cross-Stage%20Coordination%20Pre-ranking%20Model%20for%20Online%20Recommendation%20Systems.pdf) |
374 | 376 | - [AutoFAS - Automatic Feature and Architecture Selection for Pre-Ranking System](Pre-Rank/AutoFAS%20-%20Automatic%20Feature%20and%20Architecture%20Selection%20for%20Pre-Ranking%20System.pdf)
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375 | 377 | - [COPR - Consistency-Oriented Pre-Ranking for Online Advertising](Pre-Rank/COPR%20-%20Consistency-Oriented%20Pre-Ranking%20for%20Online%20Advertising.pdf)
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376 | 378 | - [Cascade Ranking for Operational E-commerce Search](Pre-Rank/Cascade%20Ranking%20for%20Operational%20E-commerce%20Search.pdf)
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