--- title: "Scott Heiner — author profile and papers — Elamur Research" description: "Scott Heiner: 2 papers on Elamur Research (2022) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/scott-heiner/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/scott-heiner/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Scott Heiner # Scott Heiner Scott Heiner has 2 papers in our library, in 2022, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Andy Jones](https://md.research.elamur.ai/free/en/authors/andy-jones/), [Anna Chen](https://md.research.elamur.ai/free/en/authors/anna-chen/), [Craig Pettit](https://md.research.elamur.ai/free/en/authors/craig-pettit/). 2 papers in our library · 2022 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/scott-heiner/#papers) · [🔗 Cited 358 times in our library](https://md.research.elamur.ai/free/en/authors/scott-heiner/cited-by/) · [⭐ Paper Stars ranking: #4095](https://md.research.elamur.ai/free/en/paper-stars/page/41/#star-4095) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Scott+Heiner) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Scott+Heiner) · [dblp](https://dblp.org/search?q=Scott+Heiner) · [ACL Anthology](https://aclanthology.org/search/?q=Scott+Heiner) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Artificial intelligence · 1 work](https://md.research.elamur.ai/free/en/concepts/artificial-intelligence/) ## Works by year ### 2020s [**2022** 2 papers](https://md.research.elamur.ai/free/en/authors/scott-heiner/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Discovering Language Model Behaviors with Model-Written Evaluations](https://md.research.elamur.ai/free/en/papers/perez-2022-discovering-language-model-behaviors-model/)** *(2022 · 328 citations)* Testing how language models behave usually relies on datasets written by crowdworkers or built from existing sources. 2. **[Measuring Progress on Scalable Oversight for Large Language Models](https://md.research.elamur.ai/free/en/papers/bowman-2022-measuring-progress-scalable-oversight-large/)** *(2022 · 117 citations)* The paper addresses scalable oversight: how humans can reliably supervise AI systems that may eventually surpass them on the skills a task demands. ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Andy Jones](https://md.research.elamur.ai/free/en/authors/andy-jones/) ×2 - [Anna Chen](https://md.research.elamur.ai/free/en/authors/anna-chen/) ×2 - [Craig Pettit](https://md.research.elamur.ai/free/en/authors/craig-pettit/) ×2 - [Edwin Chen](https://md.research.elamur.ai/free/en/authors/edwin-chen/) ×2 - [Ethan Perez](https://md.research.elamur.ai/free/en/authors/ethan-perez/) ×2 - [Amanda Askell](https://md.research.elamur.ai/free/en/authors/amanda-askell/) - [Anna Goldie](https://md.research.elamur.ai/free/en/authors/anna-goldie/) - [Azalia Mirhoseini](https://md.research.elamur.ai/free/en/authors/azalia-mirhoseini/) - [Catherine Olsson](https://md.research.elamur.ai/free/en/authors/catherine-olsson/) - [Kamile Lukošiute](https://md.research.elamur.ai/free/en/authors/kamile-luko-vsiute/) - [Karina Nguyen](https://md.research.elamur.ai/free/en/authors/karina-nguyen/) - [Samuel R. Bowman](https://md.research.elamur.ai/free/en/authors/samuel-r-bowman/) ## Cited by Papers of our library cite their works 358 times (of the 149,439 papers whose bibliographies we read); [104 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/scott-heiner/cited-by/). Updated 30 October 2026