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Formulating Video Watch Success Signals for Short-Video Recommendation

RecSys 2023 — LERI Workshop (also presented at WWW 2023 MEMER) ·Singapore ·September 22, 2023

Abstract

Workshop paper presentation on principled formulation of the "success" signal for short-video consumption — distinguishing engagement from satisfaction, handling variable video length, and building a label that ranking models can learn against without overfitting to completion-rate artifacts.

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recsysvideoshort-videolabels