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Author

Qizhou Chen

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Preprint Sep 2026

KnowFeat: Knowledge-Guided Feature Engineering via LLM Agents

knowFeat, a knowledge-guided feature engineering framework that organizes domain knowledge into five types -- schema metadata, regulatory indicators, detection rules, expert opinions, and court document evidence -- and injects them as structured context into an LLM agent and maintains competitive detection performance...

Chengsong You, Wangyue Li, Wei-Qiao Que et al. · 0 citations

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