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Dataset · Hugging Face

PKU-ONELab/ai-reviewer-diagnostic-data

AI Reviewer Diagnostic Data Dataset for Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation.Jiatao Li, Yanheng Li, Xinyu Hu, Mingqi Gao, Xiaojun Wan. CIKM 2025. DOI: https://doi.org/10.1145/3746252.3761274 Companion resources Resource Link Use Paper https://doi.org/10.1145/3746252.3761274 CIKM 2025 publication Code https://github.com/PKU-ONELab/where-do-llms-go-wrong scripts, prompts, docs, and… See the full description on the dataset page: https://huggingface.co/datasets/PKU-ONELab/ai-reviewer-diagnostic-data.

Author / organizationPKU-ONELab
License (as declared)other
Downloads239 (as reported by Hugging Face)
Likes1
Created11 May 2026
Last updated at source12 May 2026
peer-reviewllm-evaluationperturbationautomated-reviewcikm-2025
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  • 16 Oct 2026 Description: AI Reviewer Diagnostic Data Dataset for Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation.Jiatao Li, Yanheng Li, Xinyu Hu, Mingqi Gao, Xiaojun Wan. CIKM 2025. DOI: https://doi.org/10.1145/37 → AI Reviewer Diagnostic Data Dataset for Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation.Jiatao Li, Yanheng Li, Xinyu Hu, Mingqi Gao, Xiaojun Wan. CIKM 2025. DOI: https://doi.org/10.1145/37

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