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Xin Shi

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Aug 2026

Boundary-aware tool routing framework for large language models in vertical domains scenarios

Experiments in a personalized apparel design scenario show that BATR enhances the accuracy of knowledge boundary detection and improves tool invocation stability compared with baseline methods, demonstrating improved controllability and reliability in the evaluated apparel-design tasks.

Hai-Long Zhang, Xin Shi, Hui-Juan Chen et al. · 0 citations

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