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Исследования2026年10月9日
Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review
The rapid growth of scientific publishing has strained peer review, particularly in machine learning, raising concerns about declining review quality and increasing reviewer workload. Large language models (LLMs) have been proposed as automated review assistants, yet their…
Rachel S. Y. Teo, Yutaro Yamada, Shashank Kotyan, Yuki Imajuku, Tarin Clanuwat·arXiv — cs.AI
Original SourceKey Takeaways
- 01.The rapid growth of scientific publishing has strained peer review, particularly in machine learning, raising concerns about declining review quality and increasing reviewer workload
- 02.Large language models (LLMs) have been proposed as automated review assistants, yet their…
This material is provided as an extended analytical summary.
Read full article at sourceAggregated within AI Qazaqstan national intelligence stream with author attribution.
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