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George Michalopoulos

George Michalopoulos has 2 papers in our library, in 2025–2026, most of them on Evaluation & benchmarks; often with Asma Ben Abacha, Liqiang Jing, Mian Zhang.

2 papers in our library · 2025–2026

OpenAlex · h-index 9 · 18 works · 278 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 46 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #11029

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

🏢MicrosoftRedmond · United States2022–2026 · 5 paperscurrent🎓University of WaterlooWaterloo · Canada2020–2022 · 11 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 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 workBiochemistry, Genetics and Molecular Biology · 1 workIssues, ethics and legal aspects · 1 workMolecular Biology · 1 workNursing · 1 work

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

 Works by year

2020s

20261 paper20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research (2025 · 12 citations)
    LLM agents are increasingly used for research work, but it is unclear whether they can turn the methods in a published NLP paper into working code inside a real codebase.
  2. Overview of the MEDIQA-SYNUR 2026 Shared Task on Observation Extraction from Nurse Dictations (2026 · 9 citations)
    Hospital nurses record observations in EHR flowsheets, large spreadsheet-like ontologies with hundreds or thousands of rows. Manual entry is slow and adds to burnout. MEDIQA-SYNUR 2026 is presented as the first shared task that turns nurse dictations into normalized observations mapped onto such a flowsheet schema.

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. UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetGeorge Michalopoulos et al.2021 · 150 citations
  2. LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling ResearcharXiv:2506.17335Shuo Yan, Ruochen Li, Ziming Luo, et al.2025 · 12 citations
  3. Overview of the MEDIQA-SYNUR 2026 Shared Task on Observation Extraction from Nurse DictationsWorkshop on Clinical Natural Language Processing (Clinical NLP) @ LRECGeorge Michalopoulos, Jean-Philippe Corbeil, Cari Bader, et al.2026 · 9 citations

 Co-authors here

9 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 46 times (of the 149,439 papers whose bibliographies we read); 13 citing papers with a page here →.

Updated

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