--- title: "Ben Mann — author profile and papers" description: "Ben Mann: 2 papers on Elamur Research (2022), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/ben-mann/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ben-mann/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ben Mann # Ben Mann Ben Mann 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/), [Interpretability](https://md.research.elamur.ai/free/en/topics/interpretability/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Amanda Askell](https://md.research.elamur.ai/free/en/authors/amanda-askell/), [Andy Jones](https://md.research.elamur.ai/free/en/authors/andy-jones/), [Danny Hernandez](https://md.research.elamur.ai/free/en/authors/danny-hernandez/). 2 papers in our library · 2022 [OpenAlex](https://openalex.org/A5110949689) · [**h-index 11**](https://openalex.org/authors/A5110949689) · [11 works](https://openalex.org/works?filter=author.id:A5110949689) · [1,463 citations](https://openalex.org/works?filter=author.id:A5110949689&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ben-mann/#papers) · [🔗 2,207 citations in our library](https://md.research.elamur.ai/free/en/authors/ben-mann/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Star rank #2909](https://md.research.elamur.ai/free/en/paper-stars/page/30/#star-2909) 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=Ben+Mann) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ben+Mann) · [dblp](https://dblp.org/search?q=Ben+Mann) · [ACL Anthology](https://aclanthology.org/search/?q=Ben+Mann) ## Topics [Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Interpretability (1)](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2022** 2 papers](https://md.research.elamur.ai/free/en/authors/ben-mann/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned](https://md.research.elamur.ai/free/en/papers/ganguli-2022-red-teaming-language-models-reduce/)** *(2022 · 456 citations)* Large language models can produce many kinds of harmful content. This Anthropic study examines manual red teaming, in which people deliberately try to provoke bad outputs, as a way both to measure and to reduce such behavior. Crowdworkers held open-ended, multi-turn chats with an AI assistant, tried to steer it… 2. **[Scaling Laws and Interpretability of Learning from Repeated Data](https://md.research.elamur.ai/free/en/papers/hernandez-2022-scaling-laws-interpretability-learning-repeated/)** *(2022 · 62 citations)* Large language models often see the same data several times. Sometimes this is done deliberately, to upweight high-quality sources, and sometimes it results from incomplete deduplication. The authors from Anthropic investigate why even a small fraction of repeated data harms models so severely. They train a family of… ## Also in our library 3 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Amanda Askell](https://md.research.elamur.ai/free/en/authors/amanda-askell/) - [Andy Jones](https://md.research.elamur.ai/free/en/authors/andy-jones/) - [Danny Hernandez](https://md.research.elamur.ai/free/en/authors/danny-hernandez/) - [Dawn Drain](https://md.research.elamur.ai/free/en/authors/dawn-drain/) - [Deep Ganguli](https://md.research.elamur.ai/free/en/authors/deep-ganguli/) - [Ethan Perez](https://md.research.elamur.ai/free/en/authors/ethan-perez/) - [Jackson Kernion](https://md.research.elamur.ai/free/en/authors/jackson-kernion/) - [Liane Lovitt](https://md.research.elamur.ai/free/en/authors/liane-lovitt/) - [Nicholas Schiefer](https://md.research.elamur.ai/free/en/authors/nicholas-schiefer/) - [Samuel R. Bowman](https://md.research.elamur.ai/free/en/authors/samuel-r-bowman/) - [Saurav Kadavath](https://md.research.elamur.ai/free/en/authors/saurav-kadavath/) - [Scott Johnston](https://md.research.elamur.ai/free/en/authors/scott-johnston/) ## Cited by Papers of our library cite their works 2,207 times (of the 140,884 papers whose bibliographies we read); [172 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ben-mann/cited-by/).