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University of Pennsylvania
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Test-time performance can be significantly improved without a corresponding drop in validation loss, raising critical questions about model evaluation in deep learning.
Semantic IDs, which drastically reduce ID cardinality while inducing semantic clustering, have demonstrably improved ranking and retrieval in Snapchat's production recommender systems.
