SciSage, a multi-agent reflection-based framework, is reported to outperform previous LLM survey generators on coherence and citation F1, while a new benchmark, SurveyScope, enables standardized evaluation.
Growth rates of modern science: a latent piecewise growth curve approach to model publication numbers from established and new literature databases
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SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation
SciSage, a multi-agent reflection-based framework, is reported to outperform previous LLM survey generators on coherence and citation F1, while a new benchmark, SurveyScope, enables standardized evaluation.