Meta's GenRecs Tokenization lifts ad conversions +0.35% with semantic vocabulary

Meta_Engineers · x · 2026-10-30

Meta details GenRecs Tokenization: instead of learning each ad one ID at a time (new ads start with no signal), every ad, product, Page and pixel is represented with tokens from a stable semantic vocabulary, so a newly launched trail shoe inherits knowledge of last season's. Paired with the Generative Ads Model (GEM) and Adaptive Ranking Model, it delivered a +0.35% conversion lift.

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