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Akshay Swaminathan

Akshay Swaminathan has 2 papers in our library, in 2020–2023, most of them on Evaluation & benchmarks; often with Morgan Cheatham, Poulomi Pal, Rahul Thapa.

2 papers in our library · 2020–2023

OpenAlex · ORCID · h-index 17 · 86 works · 1,398 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 27 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #9833

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

🎓Stanford UniversityStanford · United States2019–2026 · 34 paperscurrent🏥Stanford MedicineStanford · United States2019–2026 · 29 paperscurrent🏢Digital ScienceCambridge · United States2026 · 1 papercurrent🏢Flatiron HealthNew York · United States2019–2022 · 18 papersEmployment🎓Harvard UniversityCambridge · United States2019–2024 · 9 papers
🏛️Harvard CollegeCambridge · United StatesEducation

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksHealth Informatics · 1 workHealth Information Management · 1 workHealth Professions · 1 workMedicine · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work

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

 Works by year

2020s

20231 paper20201 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare delivery (2023 · 44 citations)
    Most tests of medical LLMs rely on exam-style benchmarks, which say little about real clinical use. This study asks whether GPT-3.5 and GPT-4 can safely and usefully answer questions physicians actually raised during patient care. The authors drew on questions sent to a Stanford informatics consultation service…
  2. Givenness Hierarchy Theoretic Cognitive Status Filtering (2020 · 2 citations)
    Robots that talk need to pick referring forms such as "it", "this" or "that NP" the way people do. The Givenness Hierarchy (GH) ties each form to the cognitive status a referent has for the listener: in focus, activated, familiar, and so on. Earlier full-GH systems by Williams and colleagues served understanding.…

All works

4 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. Holistic evaluation of large language models for medical tasks with MedHELM ↗Nature Medicine · no summary yetSuhana Bedi et al.2026 · 50 citations
  2. Evaluation of GPT-3.5 and GPT-4 for supporting real-world information needs in healthcare deliveryarXiv:2304.13714Debadutta Dash, Rahul Thapa, Juan M. Banda, et al.2023 · 44 citations
  3. MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks ↗arXiv (Cornell University) · no summary yetSuhana Bedi et al.2025 · 22 citations
  4. Givenness Hierarchy Theoretic Cognitive Status FilteringarXiv:2005.11267Poulomi Pal, Lixiao Zhu, Andrea Golden-Lasher, et al.2020 · 2 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 27 times (of the 149,439 papers whose bibliographies we read); 12 citing papers with a page here →.

Updated

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