Xinyi Zhang
1 indexed paper
Recent (6 mo)
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126
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Info Retrieval×1AI×1
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2026
Fine-Tuned LLM as a Complementary Predictor Improving Ads System
The paper introduces a novel paradigm where a fine-tuned LLM acts as an ancillary predictor to forecast likely advertisers, significantly improving ad recommendation systems by augmenting candidate generation and providing priors for downstream ranking.
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Papers
cs.IRcs.AIRecentMay 27, 2026
Fine-Tuned LLM as a Complementary Predictor Improving Ads System
Hui Yang, Daiwei He, Kevin Jiang, Taejin Park +19 more
The paper introduces a novel paradigm where a fine-tuned LLM acts as an ancillary predictor to forecast likely advertisers, significantly improving ad recommendation systems by augmenting candidate ge…
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