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ai-reviewer-diagnostic-data – Dataset by PKU-ONELab | AlphaNeural AI
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ai-reviewer-diagnostic-data
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text-generation
text-classification
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10K<n<100K
json
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datasets
dask
polars
mlcroissant
us
peer-review
llm-evaluation
perturbation
automated-review
cikm-2025
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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 reproduction… See the full description on the dataset page:
https://huggingface.co/datasets/PKU-ONELab/ai-reviewer-diagnostic-data
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