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Bridging the Semantic-Collaborative Gap: An Asymmetric Graph Architecture for Cold-Start Item Recommendation
new Abstract: Collaborative filtering and graph-based recommendation models are highly effective because they leverage observed user interactions, but this dependence creates a fundamental cold-start challenge when newly added content has no interaction history. In Tubi's production retrieval system, this challenge is further constrained by the serving interface: new content must be assigned a standalone embedding immediately, and the model must also produce device embeddings suitable for...
Fox News AI Newsletter: Chatbots' left-wing bias
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Tracking America's World Cup journey: How and when to watch the US Men's National Team
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World Cup opening ceremony: Who’s performing, when it starts, how to watch
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