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alignment scoring 1community-level redundancy 1diversity in recommendations 1personalized research ideation 1researcher profiling 1

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cs.AI2026

Diversifying Personalized Research Ideation against AI-Induced Homogenization

Rui Xu, Yunke Wang, Linwei Tao +2

The paper introduces DivAlign, a pipeline that creates fine‑grained researcher profiles and scores AI‑generated research directions on executability, comprehensibility, and growth…