--- title: "Andrew Poulton — author profile and papers — Elamur Research" description: "Andrew Poulton: 2 papers on Elamur Research (2022–2023) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/andrew-poulton/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/andrew-poulton/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Andrew Poulton # Andrew Poulton Andrew Poulton has 2 papers in our library, in 2022–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Anthony Hartshorn](https://md.research.elamur.ai/free/en/authors/anthony-hartshorn/), [Diana Liskovich](https://md.research.elamur.ai/free/en/authors/diana-liskovich/), [Elvis Saravia](https://md.research.elamur.ai/free/en/authors/elvis-saravia/). 2 papers in our library · 2022–2023 No OpenAlex profile matched yet. [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/andrew-poulton/#papers) · [🔗 Cited 333 times in our library](https://md.research.elamur.ai/free/en/authors/andrew-poulton/cited-by/) · [⭐ Paper Stars ranking: #3975](https://md.research.elamur.ai/free/en/paper-stars/page/40/#star-3975) 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=Andrew+Poulton) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Andrew+Poulton) · [dblp](https://dblp.org/search?q=Andrew+Poulton) · [ACL Anthology](https://aclanthology.org/search/?q=Andrew+Poulton) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/andrew-poulton/year/2023/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/andrew-poulton/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Galactica: A Large Language Model for Science](https://md.research.elamur.ai/free/en/papers/taylor-2022-galactica-large-language-model-science/)** *(2022 · 570 citations)* Scientific papers and data are accumulating faster than anyone can read or organize them. Search engines do not structure this knowledge. They only point to secondary resources such as encyclopedias and databases, which depend on expensive human curation. Meta AI's Galactica takes a different route: a family of large… 2. **[A Theory on Adam Instability in Large-Scale Machine Learning](https://md.research.elamur.ai/free/en/papers/molybog-2023-theory-adam-instability-large-scale/)** *(2023 · 15 citations)* Very large language models sometimes show sudden loss spikes during training, and the cause has not been explained. ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Anthony Hartshorn](https://md.research.elamur.ai/free/en/authors/anthony-hartshorn/) - [Diana Liskovich](https://md.research.elamur.ai/free/en/authors/diana-liskovich/) - [Elvis Saravia](https://md.research.elamur.ai/free/en/authors/elvis-saravia/) - [Guillem Cucurull](https://md.research.elamur.ai/free/en/authors/guillem-cucurull/) - [Igor Molybog](https://md.research.elamur.ai/free/en/authors/igor-molybog/) - [Moya Chen](https://md.research.elamur.ai/free/en/authors/moya-chen/) - [Naman Goyal](https://md.research.elamur.ai/free/en/authors/naman-goyal/) - [Peter Albert](https://md.research.elamur.ai/free/en/authors/peter-albert/) - [Punit Singh Koura](https://md.research.elamur.ai/free/en/authors/punit-singh-koura/) - [Robert Stojnic](https://md.research.elamur.ai/free/en/authors/robert-stojnic/) - [Sharan Narang](https://md.research.elamur.ai/free/en/authors/sharan-narang/) - [Thomas Scialom](https://md.research.elamur.ai/free/en/authors/thomas-scialom/) ## Cited by Papers of our library cite their works 333 times (of the 149,439 papers whose bibliographies we read); [118 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/andrew-poulton/cited-by/). Updated 3 November 2026