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Dakota Mahan

Dakota Mahan has 2 papers in our library, in 2024; often with Ashish Datta, Duy Phung, James Baicoianu.

2 papers in our library · 2024

OpenAlex · h-index 2 · 7 works · 15 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 205 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #7687

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 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Science Applications · 1 workInformation Systems · 1 work

 Works by year

2020s

20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Stable LM 2 1.6B Technical Report (2024 · 46 citations)
    Many strong language models are released without their training data or full recipe, which makes independent replication nearly impossible.
  2. Stable Code Technical Report (2024 · 9 citations)
    Code assistants such as autocomplete tools are called constantly, so a model compact enough to run locally on consumer hardware avoids network delays and dependence on gated APIs.

All works

6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Generative Reward Models ↗arXiv:2410.12832 · no summary yetDakota Mahan et al.2024 · 58 citations
  2. Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Thought ↗arXiv:2501.04682 · no summary yetViolet Xiang et al.2025 · 47 citations
  3. Stable LM 2 1.6B Technical ReportarXiv:2402.17834Marco Bellagente, Jonathan Tow, Dakota Mahan, et al.2024 · 46 citations
  4. Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models ↗arXiv:2502.17387 · no summary yetAlon Albalak et al.2025 · 43 citations
  5. Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models ↗arXiv:2412.02980 · no summary yetAlex Havrilla et al.2024 · 17 citations
  6. Stable Code Technical ReportarXiv:2404.01226Nikhil Pinnaparaju, Reshinth Adithyan, Duy Phung, et al.2024 · 9 citations

 Co-authors here

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

 Cited by

Papers of our library cite their works 205 times (of the 149,439 papers whose bibliographies we read); 54 citing papers with a page here →.

Updated

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