AINeutralarXiv – CS AI · 5h ago6/10
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PaperFlow: Profiling, Recommending, and Adapting Across Daily Paper Streams
PaperFlow introduces a longitudinal framework for scientific paper recommendation that moves beyond static ranking to simulate real-world reading behavior across daily paper streams. The system profiles users, recommends papers under display constraints, and adapts to interest drift through multiple feedback signals, validated against a new benchmark of 1,200 user-day episodes and human expert evaluation.