Elamur Research⌕
☰
home / authors / Andrew Poulton

Andrew Poulton

Andrew Poulton has 2 papers in our library, in 2022–2023, most of them on Language models & pretraining; often with Anthony Hartshorn, Diana Liskovich, Elvis Saravia.

2 papers in our library · 2022–2023

No OpenAlex profile matched yet.

📄 2 works in our library · 🔗 Cited 333 times in our library · ⭐ Paper Stars ranking: #3975

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20231 paper20221 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Galactica: A Large Language Model for 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 (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.

 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 →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/andrew-poulton/