Dataset · Hugging Face

yerim0210/Scientific_Slop

Name: Scientific_Slop
Creator: yerim0210
License: cc-by-4.0
Keywords: task_categories:text-classification, language:en, license:cc-by-4.0, size_categories:1K<n<10K, format:parquet, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2610.00531, region:us, scientific-papers, ai-generated-text

SciSlopBench paper link SciSlopBench is a paired benchmark for scientific slop: failures of global scientific reasoning in AI-generated research papers that token-level AI detectors do not see. It holds 390 pairs. Each pair is one AI-generated paper and one human-written, peer-accepted paper (its anchor) of the same contribution type on the same or a neighboring research problem. The AI papers come from two sources, and the same pairing rule is applied to both:… See the full description on the dataset page: https://huggingface.co/datasets/yerim0210/Scientific_Slop.

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Author / organization	yerim0210
License (as declared)	cc-by-4.0
Downloads	124 (as reported by Hugging Face)
Likes	0
Created	28 September 2026
Last updated at source	2 October 2026

scientific-papersai-generated-textai-generated-text-detectionlatexbenchmarkpaired-comparison

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