Dataset · Hugging Face

thanhkt/prism-data

Name: prism-data
Creator: thanhkt
License: other
Keywords: task_categories:text-classification, task_categories:text-generation, task_categories:other, language:en, license:other, library:mlcroissant, region:us, scientific-papers, peer-review, grobid, tei-xml, bibtex, openreview, machine-learning, croissant

PRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers A large-scale benchmark built on 47,214 research papers from five top machine learning conferences, including full text, peer reviews, editorial decisions, GROBID-parsed metadata, and bibliographic references. PRISM evaluates LLM-based peer reviewers across five dimensions — Validity, Helpfulness, Comprehensiveness, Specificity, and Faithfulness — and supports tasks including review generation, meta-review… See the full description on the dataset page: https://huggingface.co/datasets/thanhkt/prism-data.

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Author / organization	thanhkt
License (as declared)	other
Downloads	364 (as reported by Hugging Face)
Likes	0
Created	29 June 2026
Last updated at source	7 July 2026

scientific-paperspeer-reviewgrobidtei-xmlbibtexopenreviewmachine-learningcroissant

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