Elamur Research⌕
☰
home / authors / Stefan Hegselmann

Stefan Hegselmann

Stefan Hegselmann has 2 papers in our library, in 2022; often with David Sontag, Hunter Lang, Monica Agrawal.

2 papers in our library · 2022

OpenAlex · ORCID · Wikidata · h-index 9 · 55 works · 801 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 142 times in our library · ⭐ Paper Stars ranking: #2780

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

🔬Berlin Institute of Health at Charité - Universitätsmedizin BerlinBerlin · Germany2025–2026 · 6 paperscurrent🏥Deutsches Herzzentrum der CharitéBerlin · Germany2025–2026 · 4 paperscurrent🏥Charité - Universitätsmedizin BerlinBerlin · Germany2025–2026 · 3 paperscurrent🎓University of MünsterMünster · Germany2017–2025 · 32 papers🎓Massachusetts Institute of TechnologyCambridge · United States2022–2025 · 5 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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksBiochemistry, Genetics and Molecular Biology · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksMolecular Biology · 2 works

💡 Concepts 1Key ideas and methods explained on our concept pages.Few-shot learning · 1 work

 Works by year

2020s

20222 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Large language models are few-shot clinical information extractors (2022 · 454 citations)
    Extracting structured variables from clinical notes is difficult. The text is full of jargon and irregular phrasing, annotation requires medical experts, and most annotated corpora have data use agreements that forbid sending them to external LLM APIs. The authors ask whether a general-domain model, InstructGPT…
  2. Large Language Models are Few-Shot Clinical Information Extractors (2022 · 384 citations)
    Clinical notes contain many variables that never reach the structured fields of electronic health records.

 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 142 times (of the 149,439 papers whose bibliographies we read); 28 citing papers with a page here →.

Updated

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