SciLitBench: Benchmark and Design Principles for LLM-Powered Systematic Literature Reviews

Miguel Zabaleta, Baihan Lin

Systematic reviews require sustained human judgment across thousands of records, yet existing evaluations of large language models (LLMs) typically examine review stages in isolati…