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Hong-Sa Wang

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Review Open access Aug 2026

Large Language Models in Peer Review: Decision Alignment, Review-Text Characteristics, and Human–AI Aggregation at ICLR 2025

Using the ICLR 2025 review process, this study compares 2401 human reviews with 7203 reviews produced in separate, context-isolated API runs using Claude Sonnet 4.5, GPT-5.2 Thinking, and Gemini 3 Pro Preview across decision agreement, review-text characteristics, inter-model consistency, and human–AI aggregation.

Zhi-He Yang, Xiao-Yue Zhou, Hong-Sa Wang et al. · 0 citations

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