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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Fatemeh Mansoori

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Jul 2026

CatalogAgent: A Supervisor-Mediated Self-Learning System Enabling Context Engineering for GenAI Models

This work introducesCatalogAgent, a novel agentic system that continuously improves Generator and Evaluator models for e-commerce catalog enrichment and successfully transfers the Supervisor's capabilities to the Generator and Evaluator, improving their performance by 15.24% and 13.98%, respectively.

Zhuo Cheng, Zhen-Ming Wang, Yu Tang et al. · 0 citations

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