most citedLLM-Powered Text-Attributed Graph Anomaly Detection via Retrieval-Augmented Reasoning

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cs.CL2026

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs

Priyanka Dey, Brihi Joshi, Preyashi Poddar +2

Large language models are being extensively used to simulate individual user behavior, yet faithfully representing a population requires capturing the systematic variation in value…

cs.CL2025

GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences

Priyanka Dey, Daniele Rosa, Wenqing Zheng +3

Personalization in LLMs often relies on costly human feedback or interaction logs, limiting scalability and neglecting deeper user attributes. To reduce the reliance on human annot…