Roman Teucher
Roman Teucher has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning, Knowledge graphs & ontologies; often with Alexander Löser, Alexei Figueroa, Daniel Steinigen.
OpenAlex · ORCID · Wikidata · h-index 4 · 15 works · 107 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #10749
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workComputer Vision and Pattern Recognition · 1 workHealth Informatics · 1 workMedicine · 1 work
🧭 Topics 3Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs (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… - DeepICD-R1: Medical Reasoning through Hierarchical Rewards and Unsupervised Distillation (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
- Alexander Löser
- Alexei Figueroa
- Daniel Steinigen
- Felix Alexander Gers
- Keno K. Bressem
- Nicolas Flores-Herr
- Paul Grundmann
- Timm Heine Ruland
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Language Resources and Evaluation Conference (LREC): LREC 2026
Cited by
Updated
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