Essay says one-click AI video can break recommendation pools
The authors propose a BoLe split: machines screen service content and trusted people judge work-type content.
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Stories tagged #recommendation-systems
IntBMoE: Integrating Block-Level Conditioning into Expert Composition for Full-Participation Mixture-of-Experts
IntBMoE is a block-conditioned Mixture-of-Experts architecture achieving full participation with sparse execution, deployed in AMap's recommendation system.
On the Regularization Landscape for the Linear Recommendation Models
Study shows leading linear recommendation models reduce to nuclear-norm or Frobenius-norm regularization, with two new closed-form low-rank solutions proposed.
Distill Globally, Adapt Locally: Reasoning Distillation and Product-Type Test-Time Training for Scalable Trade-Up Recommendation
A distillation framework compresses LLM reasoning into a 15.5M-parameter trade-up recommendation model reaching AUC 0.941 with product-type test-time training.