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Despoina Magka

Despoina Magka has 2 papers in our library, in 2025, most of them on Evaluation & benchmarks, Language models & pretraining; often with Amar Budhiraja, Bingchen Zhao, Deepak Nathani.

2 papers in our library · 2025

OpenAlex · h-index 7 · 46 works · 206 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 50 times in our library · ⭐ Paper Stars ranking: #9590

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

🎓University of OxfordOxford · United Kingdom2010–2014 · 15 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

 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 worksInformation Systems · 1 work

🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 2 worksLanguage models & pretraining · 1 work

 Works by year

2020s

20252 papers

 Papers

The most cited first (OpenAlex and our library).

  1. MLGym: A New Framework and Benchmark for Advancing AI Research Agents (2025 · 50 citations)
    LLM agents are now used for software and ML engineering. Yet there has been no shared environment for testing how they handle open-ended AI research, and none that supports training them with learning algorithms. The authors introduce MLGym, a framework that exposes research tasks through a Gym interface. Agents work…
  2. The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements (2025 · 4 citations)
    The paper asks whether current AI research agents can reproduce known results in LLM training, which is a prerequisite for automating scientific research.

 Co-authors here

10 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 50 times (of the 149,439 papers whose bibliographies we read); 21 citing papers with a page here →.

Updated

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