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Personalized Task Dependency Graphs for Mitigating Signal Erosion in Multi-Task Recommendation

Liu, Fuyuan et al.
arXiv (All) · Papers
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information-retrieval
Optimizing multiple conversion objectives is a core challenge in industrial recommendation, often limited by signal erosion in rigid architectures. Existing Multi-Task Learning (MTL) methods typically enforce uniform dependency strengths across a static conversion funnel, overlooking how task correl
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