--- title: "Eduard Dragut · Temple University — author profile and papers" description: "Eduard Dragut, Temple University: 2 papers on Elamur Research (2026), h-index 19 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/eduard-dragut/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/eduard-dragut/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Eduard Dragut # Eduard Dragut Eduard Dragut has 2 papers in our library, in 2026, most of them on [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/); often with [Cornelia Caragea](https://md.research.elamur.ai/free/en/authors/cornelia-caragea/), [Lei Wang](https://md.research.elamur.ai/free/en/authors/lei-wang/), [Min Huang](https://md.research.elamur.ai/free/en/authors/min-huang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5057346703) · [ORCID](https://orcid.org/0000-0002-3103-054X) · [Wikidata](https://www.wikidata.org/wiki/Q131133739) · [**h-index 19**](https://openalex.org/authors/A5057346703) · [135 works](https://openalex.org/works?filter=author.id:A5057346703) · [1,066 citations](https://openalex.org/works?filter=author.id:A5057346703&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/eduard-dragut/#papers) · [🔗 Cited 22 times in our library](https://md.research.elamur.ai/free/en/authors/eduard-dragut/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #13522](https://md.research.elamur.ai/free/en/paper-stars/page/136/#star-13522) 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=Eduard+Dragut) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Eduard+Dragut) · [dblp](https://dblp.org/search?q=Eduard+Dragut) · [ACL Anthology](https://aclanthology.org/search/?q=Eduard+Dragut) ## Affiliations [🎓**Temple University** Philadelphia · United States 2013–2026 · 89 papersEmployment since 2013 · Assistant Professor, Computer and Information Sciences*current*](https://md.research.elamur.ai/free/en/universities/temple-university/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2010–2013 · 17 papers](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) · [🎓**University of Illinois Chicago** Chicago · United States 2005–2010 · 8 papers](https://md.research.elamur.ai/free/en/universities/university-of-illinois-chicago/) · [🎓**University of Houston** Houston · United States 2020–2021 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-houston/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 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/) · [Education · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/education/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/eduard-dragut/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[CentaurTA: A Self-Improving Human-Agents Collaboration Framework for Thematic Analysis](https://md.research.elamur.ai/free/en/papers/wang-2026-centaurta-self-improving-human-agents/)** *(2026)* Thematic analysis (TA) of qualitative data is slow and hard to reproduce. Existing LLM tools tend to fall into two camps. Fully automated pipelines sacrifice rigor. Human-in-the-loop systems use expert corrections only once, so experts end up fixing the same mistakes again and again. CentaurTA addresses this by… 2. **[Scaling Performance and Low-Resource Annotation with Many-Shot In-Context Learning for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/zhang-2026-scaling-performance-low-resource-annotation/)** *(2026)* NER systems built on fine-tuned small models such as BERT still perform best, but they need large amounts of human-labeled data. ## 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. **[Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features ↗](https://aclanthology.org/D17-1211/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Fan Yang, Arjun Mukherjee, Eduard Dragut*2017 · 79 citations* 2. **[CentaurTA: A Self-Improving Human-Agents Collaboration Framework for Thematic Analysis](https://md.research.elamur.ai/free/en/papers/wang-2026-centaurta-self-improving-human-agents/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Lei Wang, Min Huang, Eduard Dragut*2026* 3. **[Scaling Performance and Low-Resource Annotation with Many-Shot In-Context Learning for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/zhang-2026-scaling-performance-low-resource-annotation/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Qi Zhang, Fangping Lan, Cornelia Caragea, et al.*2026* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Cornelia Caragea](https://md.research.elamur.ai/free/en/authors/cornelia-caragea/) - [Lei Wang](https://md.research.elamur.ai/free/en/authors/lei-wang/) - [Min Huang](https://md.research.elamur.ai/free/en/authors/min-huang/) - [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/) ## 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 - Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 22 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/eduard-dragut/cited-by/). Updated 2 November 2026