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arXiv — cs.AI

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Can Large Language Models Review the Scientific Literature? A Test Against a 102-Article Benchmark

arXiv:2611.05459v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to support scientific literature reviews, yet evaluations often examine individual tasks rather than the review process as a whole. We assess six AI tools across four stages:…

arXiv — cs.AIBy: Abdullah Al Kalbani, David M. Schultz, Alexandra K. Anderson-Frey, Zhonghua Zheng, Catherine McGuireNovember 5, 2026 (2 hours ago)
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  • arXiv:2611.05459v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used to support scientific literature reviews, yet evaluations often examine individual tasks rather than the review process as a whole
  • We assess six AI tools across four stages:…
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Can Large Language Models Review the Scientific Literature? A Test Against a 102-Article Benchmark

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