--- title: "Roman Teucher — author profile and papers in our library" description: "Roman Teucher, Fraunhofer Institute for Intelligent Analysis and Information Systems: 2 papers on Elamur Research (2026), h-index 4…" canonical: "https://research.elamur.ai/free/en/authors/roman-teucher/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/roman-teucher/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Roman Teucher # Roman Teucher Roman Teucher 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/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Knowledge graphs & ontologies](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/); often with [Alexander Löser](https://md.research.elamur.ai/free/en/authors/alexander-loser/), [Alexei Figueroa](https://md.research.elamur.ai/free/en/authors/alexei-figueroa/), [Daniel Steinigen](https://md.research.elamur.ai/free/en/authors/daniel-steinigen/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5000373510) · [ORCID](https://orcid.org/0009-0007-2708-9331) · [Wikidata](https://www.wikidata.org/wiki/Q130863922) · [**h-index 4**](https://openalex.org/authors/A5000373510) · [15 works](https://openalex.org/works?filter=author.id:A5000373510) · [107 citations](https://openalex.org/works?filter=author.id:A5000373510&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/roman-teucher/#papers) · 🔗 Cited 1 time in our library · [⭐ Paper Stars ranking: #10749](https://md.research.elamur.ai/free/en/paper-stars/page/108/#star-10749) 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=Roman+Teucher) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Roman+Teucher) · [dblp](https://dblp.org/search?q=Roman+Teucher) · [ACL Anthology](https://aclanthology.org/search/?q=Roman+Teucher) ## Affiliations [🔬**Fraunhofer Institute for Intelligent Analysis and Information Systems** Sankt Augustin · Germany 2022–2026 · 7 papers*current*](https://md.research.elamur.ai/free/en/labs/fraunhofer-institute-for-intelligent-analysis-and-information-systems/) 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) 🧭 Topics 3 Research subjects and languages the work is about.[Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/roman-teucher/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs](https://md.research.elamur.ai/free/en/papers/steinigen-2026-fact-finder-enhancing-domain-expertise/)** *(2026 · 4 citations)* LLMs often lack specialised domain knowledge and may hallucinate or give incomplete answers. This is a serious problem in life sciences tasks such as drug target identification. The authors present FactFinder, a question-answering system that grounds LLM output in a medical knowledge graph. It uses PrimeKG, stored in… 2. **[DeepICD-R1: Medical Reasoning through Hierarchical Rewards and Unsupervised Distillation](https://md.research.elamur.ai/free/en/papers/rohr-2026-deepicd-r1-medical-reasoning-through/)** *(2026)* The paper tests whether reasoning-focused post-training, so far most successful in mathematics and programming, can carry over to clinical diagnosis without expensive domain-specific pretraining. ## Co-authors here 8 co-authors with a page, the most papers together first. - [Alexander Löser](https://md.research.elamur.ai/free/en/authors/alexander-loser/) - [Alexei Figueroa](https://md.research.elamur.ai/free/en/authors/alexei-figueroa/) - [Daniel Steinigen](https://md.research.elamur.ai/free/en/authors/daniel-steinigen/) - [Felix Alexander Gers](https://md.research.elamur.ai/free/en/authors/felix-alexander-gers/) - [Keno K. Bressem](https://md.research.elamur.ai/free/en/authors/keno-k-bressem/) - [Nicolas Flores-Herr](https://md.research.elamur.ai/free/en/authors/nicolas-flores-herr/) - [Paul Grundmann](https://md.research.elamur.ai/free/en/authors/paul-grundmann/) - [Timm Heine Ruland](https://md.research.elamur.ai/free/en/authors/timm-heine-ruland/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/lrec/2026/) ## Cited by Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read). Updated 31 October 2026