Meta

Exploring Hierarchical Interest Representation For Meta Ads Deep Funnel Optimization

Meta needed to efficiently match users' inferred interests with the vast universe of advertiser offerings in deep funnel ads at scale.

ml-systems distributed-systems
5 min
Meta

SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems

Meta needed to improve the throughput and compute efficiency of retrieval systems for recommendation engines that process user-generated content at massive scale.

search ml-systems
5 min
Meta

Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge

Facebook Groups Search was unreliable at helping users discover and validate community content most relevant to their search queries.

search ml-systems
5 min