Allen Sun

Microsoft Research

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Natural Language Processing (1)Reasoning & Chain-of-Thought (1)Recommendation & Information Retrieval (1)

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Nan Hu (1)Han Li (1)Jimeng Sun (1)Lu Wang (1)

Papers (1)

Feb 2, 2026

Microsoft ResearchFeb 2, 2026·also Bing Ads, Kuaishou, Washington State

AdNanny: One Reasoning LLM for All Offline Ads Recommendation Tasks

Ditch the army of task-specific models: AdNanny shows a single, reasoning-centric LLM can handle diverse offline advertising tasks with improved accuracy and reduced manual effort.

Nan Hu, Han Li, Jimeng Sun +16

Natural Language Processing Reasoning & Chain-of-Thought Recommendation & Information Retrieval

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Allen Sun

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)