OARelatedWork: A Large-Scale Dataset of Related Work Sections with Full-texts from Open Access Sources
OARelatedWork is a large dataset providing full related work sections from 94,450 open-access papers, moving beyond abstract-only generation. It enables controlled evaluation of generating entire sections by ensuring every cited paper's full text is available. Findings show advanced LLMs can achieve better factual accuracy than humans when given this massive context.