--- title: "Cassie S. Mitchell — author profile and papers in our library" description: "Cassie S. Mitchell, Georgia Institute of Technology: 2 papers on Elamur Research (2026), h-index 23 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/cassie-s-mitchell/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/cassie-s-mitchell/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Cassie S. Mitchell # Cassie S. Mitchell Cassie S. Mitchell has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/), [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5011455956) · [ORCID](https://orcid.org/0000-0002-5472-6355) · [Wikidata](https://www.wikidata.org/wiki/Q16211216) · [**h-index 23**](https://openalex.org/authors/A5011455956) · [83 works](https://openalex.org/works?filter=author.id:A5011455956) · [1,464 citations](https://openalex.org/works?filter=author.id:A5011455956&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/cassie-s-mitchell/#papers) · [⭐ Paper Stars ranking: #13464](https://md.research.elamur.ai/free/en/paper-stars/page/135/#star-13464) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Cassie+S.+Mitchell) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Cassie+S.+Mitchell) · [dblp](https://dblp.org/search?q=Cassie+S.+Mitchell) · [ACL Anthology](https://aclanthology.org/search/?q=Cassie+S.+Mitchell) ## Affiliations [🎓**Georgia Institute of Technology** Atlanta · United States 2004–2026 · 83 papersEducation 2004–2009Employment 2011–2017Employment since 2017*current*](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🎓**Emory University** Atlanta · United States 2007–2026 · 59 papersEducationEmployment*current*](https://md.research.elamur.ai/free/en/universities/emory-university/) · [🎓**The Wallace H. Coulter Department of Biomedical Engineering** Atlanta · United States 2007–2026 · 7 papers*current*](https://ror.org/02j15s898) · [🏛️**Emory University School of Medicine** Atlanta · United States 2009–2010Education 2009–2010](https://ror.org/001hz7s79) · [🎓**Oklahoma State University** Stillwater · United States 2000–2004Education 2000–2004](https://md.research.elamur.ai/free/en/universities/oklahoma-state-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/cassie-s-mitchell/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Understanding LLMs' summarization capabilities: an analysis of biomedical abstract and lay summary generation](https://md.research.elamur.ai/free/en/papers/nursal-2026-understanding-llms-summarization-capabilities-analysis/)** *(2026)* The paper asks how well small, deployable LLMs (at most 8B parameters) can write two kinds of biomedical summaries without fine-tuning: technical abstracts for researchers and plain-language lay summaries for non-experts. 2. **[Where do LLMs currently stand on biomedical NER in both clean and noisy settings ?](https://md.research.elamur.ai/free/en/papers/ye-2026-where-do-llms-currently-stand/)** *(2026)* This paper revisits how well current large language models handle biomedical named entity recognition, a task long dominated by domain-adapted BERT encoders. ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 Updated 2 November 2026