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Hao-Lin Chen

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#artificial intelligence Preprint Oct 2026

ProSearch: Benchmarking Multi-Constraint Protocol Retrieval in Experimental Science

Structured diagnostic analysis shows that explicit constraint matching provides a strong ranking signal, while manual error analysis identifies joint constraint binding as a key bottleneck, and ProSearch provides a testbed for systematically evaluating scientific retrieval systems.

Wen-Liang Liang, Zhi-Yuan Ning, Hao-Lin Chen et al. · 0 citations

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