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Dennis Lee

Dennis Lee has 2 papers in our library, in 2019–2020, most of them on Reasoning, Language models & pretraining; often with Christian Szegedy, Kshitij Bansal, Markus N. Rabe.

2 papers in our library · 2019–2020

OpenAlex · ORCID · h-index 47 · 295 works · 7,769 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 43 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #8695

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

🏢GlaxoSmithKlinePhiladelphia · United States2001–2022 · 13 papers🎓University of WashingtonSeattle · United States1994–1999 · 10 papers🤝BSCS Science LearningColorado Springs · United States2020–2024 · 9 papersEmployment since 2020 · Postdoctoral Associate🔬Jet Propulsion LaboratoryPasadena · United States2006–2024 · 9 papers🎓Clemson UniversityClemson · United States2016–2021 · 9 papersEducation 2016–2020 · Ph.D., Engineering and Science EducationEmployment 2016–2020 · Graduate Research Assistant, Engineering and Science Education🎓University of California, DavisDavis · United States2007–2021 · 8 papers🎓American University in DubaiDubai · United Arab Emirates2009–2023 · 7 papers🎓Rosalind Franklin University of Medicine and ScienceNorth Chicago · United States2017–2021 · 7 papers🎓University of VictoriaVictoria · Canada2008–2015 · 6 papers🎓Northwestern UniversityEvanston · United States2020–2024 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 56 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 worksComputational Theory and Mathematics · 2 worksLanguage and Linguistics · 2 works

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

 Works by year

2020s

20201 paper

2010s

20191 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Mathematical Reasoning via Self-supervised Skip-tree Training (2020 · 54 citations)
    The paper asks whether a Transformer can acquire logical reasoning in formal mathematics from self-supervised language modeling alone, without labeled reasoning data or task-specific fine-tuning.
  2. Mathematical Reasoning in Latent Space (2019 · 33 citations)
    The paper investigates if neural networks are able to carry out multiple steps of approximate mathematical deduction entirely inside a fixed-size vector space, instead of calling symbolic search at each step.

All works

3 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. Mathematical Reasoning via Self-supervised Skip-tree TrainingarXiv:2006.04757Markus N. Rabe, Dennis Lee, Kshitij Bansal, et al.2020 · 54 citations
  2. Modular Architecture for StarCraft II with Deep Reinforcement Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · no summary yetDennis M. Lee et al.2018 · 48 citations
  3. Mathematical Reasoning in Latent SpacearXiv:1909.11851Dennis Lee, Christian Szegedy, Markus N. Rabe, et al.2019 · 33 citations

 Co-authors here

4 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 43 times (of the 149,439 papers whose bibliographies we read); 24 citing papers with a page here →.

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