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byby221b / AwesomeCVR

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Awesome CVR Prediction [To be continued...]

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This repo is a collection of AWESOME things about CVR (conversion rate) prediction, including papers, code, etc. Feel free to star, fork and add papers.

  • 2022
    • Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems. [arXiv][PDF]
    • Learning Classifiers under Delayed Feedback with a Time Window Assumption. [KDD][PDF]
  • 2021
    • Real Negatives Matter: Continuous Training with Real Negatives for Delayed Feedback Modeling. [KDD][PDF]
    • Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling. [AAAI][PDF]
    • Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback. [SIGIR][PDF]
    • Handling Many Conversions per Click in Modeling Delayed Feedback. [arXiv][PDF]
  • 2020
    • An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration. [IJCAI][PDF]
    • A Feedback Shift Correction in Predicting Conversion Rates under Delayed Feedback. [WWW][PDF]
    • Delayed Feedback Modeling for the Entire Space Conversion Rate Prediction. [arXiv][PDF]
    • Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction. [SIIGR][PDF]
    • Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning. [WWW][PDF]
  • 2018
    • A Nonparametric Delayed Feedback Model for Conversion Rate Prediction. [arXiv][PDF]
    • Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate. [SIGIR][PDF]
  • 2014
    • Modeling delayed feedback in display advertising. [KDD][PDF]

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