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

Author

Zhuoyue Wan

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2 papers indexed here

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Open access Sep 2026

TACO: Token-Aware Context Optimization for Structured OpenStreetMap Query Generation

Generating executable structured queries for OpenStreetMap (OSM) from natural language remains a challenging task due to the rigid syntax of OverpassQL and the steep learning curve it presents to end-users. While steering Large Language Models (LLMs) via demonstration contexts offers a promising solution, existing...

Zhuoyue Wan, Wentao Hu, Hwanhee Kim et al. · 0 citations
Preprint Aug 2026

Meta-Moderator: Empowering Multi-Agent Debate with Meta-Cognition

Meta-Moderator is introduced, a learnable framework that dynamically regulates debate and decides when to finalize an answer, and outperforms widely used decision layers and transfers across tasks and system configurations.

Wentao Hu, Zhuoyue Wan, Jin-Hao Shen et al. · 0 citations

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