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Title: MoReBench | Rubric-based moral reasoning benchmark

Open Graph Title: MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes

X Title: MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes

Description: Moral reasoning benchmarks with over 50 PhDs.

Open Graph Description: Large-scale moral reasoning benchmark with over 50 PhDs.

X Description: Large-scale moral reasoning benchmark with over 50 PhDs.S

Keywords:

Opengraph URL: https://morebench.github.io

X: @kellychiuyy

direct link

Domain: morebench.github.io


Hey, it has json ld scripts:
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    "@context": "https://schema.org",
    "@type": "ScholarlyArticle",
    "headline": "MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes",  
    "description": "Large-scale moral reasoning benchmark with over 50 PhDs.",
    "author": [
      {
        "@type": "Person",
        "name": "Kelly Chiu (Yu Ying Chiu)",
        "affiliation": {
          "@type": "Organization",
          "name": "University of Washington, New York University"
        }
      },
      {
        "@type": "Person",
        "name": "Michael S. Lee",
        "affiliation": {
          "@type": "Organization",
          "name": "Scale AI"
        }
      }
    ],
    "datePublished": "2025-10-21",
    "publisher": {
      "@type": "Organization",
      "name": "Preprint"
    },
    "url": "https://morebench.github.io",
    "image": "https://morebench.github.io/static/images/morebench_morebench_theory_stat_img.png",
    "keywords": ["Moral reasoning", "Benchmark", "Procedural reasoning", "Pluralistic reasoning", "Large-scale", "Moral PhD"],
    "abstract": "We introduce MoReBench, a large-scale moral reasoning benchmark with over 50 PhDs. MoReBench is a collection of 1000+ moral reasoning tasks, covering a wide range of moral domains, including procedural, pluralistic, and meta-moral reasoning. MoReBench is designed to evaluate the ability of language models to reason about moral issues, and to identify the strengths and weaknesses of current moral reasoning models. MoReBench is available on Hugging Face and GitHub.",
    "citation": "Chiu, Lee, Calcott, Handoko, de Font-Reaulx, Rodriguez, Zhang, Han, Sehwag, Maurya, Knight, Lloyd, Bacus, Mazeika, Liu, Choi, Gordon, Levine. (2025). MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes. Preprint.",
    "isAccessibleForFree": true,
    "license": "https://creativecommons.org/licenses/by/4.0/",
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    "about": [
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        "@type": "Thing",
        "name": "Moral reasoning"
      },
      {
        "@type": "Thing", 
        "name": "Benchmark"
      }
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  }
  
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    "@type": "Organization",
    "name": "Scale AI x Academia Collab",
    "url": "https://morebench.github.io",
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titleMoReBench
authorChiu, Lee, Calcott, Handoko, de Font-Reaulx, Rodriguez, Zhang, Han, Sehwag, Maurya, Knight, Lloyd, Bacus, Mazeika, Liu, Choi, Gordon, Levine
languageEnglish
og:typearticle
og:site_nameScale AI x UW x NYU x Harvard x Michigan x UNC x Stanford x MIT
og:imagehttps://morebench.github.io/static/images/morebench_morebench_theory_stat_img.png
og:image:width1200
og:image:height630
og:image:altMoReBench dataset
article:published_time2025-10-21T00:00:00.000Z
article:authorKelly Chiu (Yu Ying Chiu)
article:sectionResearch
article:tagBenchmark
twitter:cardsummary_large_image
twitter:creator@kellychiuyy
twitter:imagehttps://morebench.github.io/static/images/morebench_morebench_theory_stat_img.png
twitter:image:altMoReBench dataset
citation_titleMoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes
citation_authorChiu, Lee, Calcott, Handoko, de Font-Reaulx, Rodriguez, Zhang, Han, Sehwag, Maurya, Knight, Lloyd, Bacus, Mazeika, Liu, Choi, Gordon, Levine
citation_publication_date2025
citation_conference_titlePreprint
citation_pdf_urlhttps://YOUR_DOMAIN.com/static/pdfs/paper.pdf
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apple-mobile-web-app-capableyes
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Links:

Yu Ying Chiuhttps://kellycyy.github.io/
Michael S. Leehttps://symikelee.github.io/
Brandon Handokohttps://brandonhandoko.com/
Paul de Font-Reaulxhttps://www.pauldfr.com/
Raphaël Millièrehttps://raphaelmilliere.com/
Chen Bo Calvin Zhanghttps://calvincbzhang.github.io/
Ziwen Hanhttps://www.ziwenhan.com/
Udari Madhushani Sehwaghttps://udarimadhu.github.io/
Yash Mauryahttps://yashmaurya.com/
Harry Lloydhttps://www.harryrlloyd.com/
Bing Liuhttp://bingliu.me/
Yejin Choihttps://yejinc.github.io/
Mitchell Gordonhttps://mitchellg.github.io/
Sydney Levinehttps://sites.google.com/site/sydneymlevine/
arXiv Code Data UK AISI Inspect (coming soon) ⚔️ Leadboard (coming soon) https://arxiv.org/abs/2510.16380
Code https://github.com/morebench/morebench
Data https://huggingface.co/datasets/morebench/morebench
UK AISI Inspect (coming soon) https://github.com/UKGovernmentBEIS/inspect_evals
⚔️ Leadboard (coming soon) https://github.com/YOUR REPO HERE
Academic Project Page Templatehttps://github.com/eliahuhorwitz/Academic-project-page-template
Nerfieshttps://nerfies.github.io
Creative Commons Attribution-ShareAlike 4.0 International Licensehttp://creativecommons.org/licenses/by-sa/4.0/

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