SurveyLens
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Related Articles from SNS
SurveyLens: A Discipline-Aware Benchmark for Automatic Survey Generation
arXiv:2602.11238v2 Announce Type: replace Abstract: Automatic Survey Generation (ASG) aims to produce comprehensive literature surveys by retrieving, organizing, and synthesizing academic papers. Despite rapid progress in specialized ASG frameworks and Deep Research agents, existing evaluations largely center on Computer Science or rely on generic criteria, leaving it unclear whether current systems satisfy the survey standards of diverse disciplines. We introduce SurveyLens, the first...