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Meituan, China
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Meituan increased CTR by 2.7% in production by modeling the "situation" of user-item interactions, going beyond just the items themselves.
Meituan's new tree-based reranking method significantly boosts recommendation quality by generating lists in a coarse-to-fine manner, effectively balancing global context and local user interests.
