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cs.IR2026
ProSearch: Benchmarking Multi-Constraint Protocol Retrieval in Experimental Science
Wenliang Liang, Zhiyuan Ning, Haolin Chen +3
In AI for Science scenarios, experimental design and method reproduction require retrieving protocols that satisfy multiple interdependent constraints, yet existing benchmarks lack…
cs.IR2026
Beyond Paper-to-Paper: Structured Profiling and Rubric Scoring for Paper-Reviewer Matching
Yicheng Pan, Zhiyuan Ning, Ludi Wang +1
As conference submission volumes continue to grow, accurately recommending suitable reviewers has become a challenge. Most existing methods follow a ``Paper-to-Paper'' matching par…