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Matthew Aitchison

Matthew Aitchison has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Evaluation & benchmarks, Efficient models & compression; often with Elliot Catt, Anian Ruoss, Gregoire Deletang.

2 papers in our library · 2023–2024

OpenAlex · h-index 5 · 21 works · 982 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 2,317 times in our library · ⭐ Paper Stars ranking: #7849

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

 Affiliations

🎓Australian National UniversityCanberra · Australia2019–2023 · 10 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

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

📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workEngineering · 1 workSafety Research · 1 workSafety, Risk, Reliability and Quality · 1 workSocial Sciences · 1 work

🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workEfficient models & compression · 1 workLanguage models & pretraining · 1 work

💡 Concepts 2Key ideas and methods explained on our concept pages.Minimum description length · 1 workNatural language processing · 1 work

 Works by year

2020s

20241 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Language Modeling Is Compression (2023 · 91 citations)
    The paper revisits the old equivalence between prediction and lossless compression and uses it to evaluate large pretrained models.
  2. Evaluating Frontier Models for Dangerous Capabilities (2024 · 36 citations)
    Popular benchmarks measure broad skills such as coding or maths, and most safety tests check whether a model refuses harmful requests.

 Co-authors here

12 of 14 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 2,317 times (of the 149,439 papers whose bibliographies we read); 643 citing papers with a page here →.

Updated

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