DCN^2 augments DCNv2 with collision-weighted lookups, a dense-only cross layer, and an FFM-like similarity layer, and reports improved offline and online recommendation performance.
Embedding compression in recommender systems: A survey
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DCN^2: Interplay of Implicit Collision Weights and Explicit Cross Layers for Large-Scale Recommendation
DCN^2 augments DCNv2 with collision-weighted lookups, a dense-only cross layer, and an FFM-like similarity layer, and reports improved offline and online recommendation performance.