--- title: "Eyke Hüllermeier — author profile and papers · Reasoning" description: "Eyke Hüllermeier, Catholic University of Eichstätt-Ingolstadt: 3 papers on Elamur Research (2023–2025), h-index 61 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/eyke-hullermeier/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/eyke-hullermeier/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Eyke Hüllermeier # Eyke Hüllermeier Eyke Hüllermeier has 3 papers in our library, in 2023–2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Idioms & multiword expressions](https://md.research.elamur.ai/free/en/topics/multiword-expressions/); often with [Daryna Dementieva](https://md.research.elamur.ai/free/en/authors/daryna-dementieva/), [Debanjan Ghosh](https://md.research.elamur.ai/free/en/authors/debanjan-ghosh/), [Frauke Kreuter](https://md.research.elamur.ai/free/en/authors/frauke-kreuter/). 3 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5059439673) · [ORCID](https://orcid.org/0000-0002-9944-4108) · [Wikidata](https://www.wikidata.org/wiki/Q30828813) · [**h-index 61**](https://openalex.org/authors/A5059439673) · [825 works](https://openalex.org/works?filter=author.id:A5059439673) · [23,450 citations](https://openalex.org/works?filter=author.id:A5059439673&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/eyke-hullermeier/#papers) · [🔗 Cited 287 times in our library](https://md.research.elamur.ai/free/en/authors/eyke-hullermeier/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #436](https://md.research.elamur.ai/free/en/paper-stars/page/5/#star-436) 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=Eyke+H%C3%BCllermeier) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Eyke+H%C3%BCllermeier) · [dblp](https://dblp.org/search?q=Eyke+H%C3%BCllermeier) · [ACL Anthology](https://aclanthology.org/search/?q=Eyke+H%C3%BCllermeier) ## Affiliations [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 2021–2026 · 141 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) · [🎓**Munich Center for Machine Learning** Munich · Germany 2022–2026 · 53 papers*current*](https://md.research.elamur.ai/free/en/universities/munich-center-for-machine-learning/) · [🔬**German Research Centre for Artificial Intelligence** Kaiserslautern · Germany 2025–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/labs/german-research-centre-for-artificial-intelligence/) · [🏥**LMU Klinikum** Munich · Germany 2022–2026 · 5 papers*current*](https://ror.org/02jet3w32) · [🎓**Catholic University of Eichstätt-Ingolstadt** Eichstätt · Germany 2026 · 2 papers*current*](https://ror.org/00mx91s63) · [🎓**Philipps University of Marburg** Marburg · Germany 2002–2025 · 185 papers](https://md.research.elamur.ai/free/en/universities/philipps-university-of-marburg/) · [🎓**Paderborn University** Paderborn · Germany 1997–2024 · 147 papersEmployment](https://md.research.elamur.ai/free/en/universities/paderborn-university/) · [🎓**Otto-von-Guericke-Universität Magdeburg** Magdeburg · Germany 2005–2008 · 28 papers](https://md.research.elamur.ai/free/en/universities/otto-von-guericke-universitat-magdeburg/) · [🔬**Institut de Recherche en Informatique de Toulouse** Toulouse · France 1999–2001 · 10 papers](https://md.research.elamur.ai/free/en/labs/institut-de-recherche-en-informatique-de-toulouse/) · [🎓**Université Toulouse III - Paul Sabatier** Toulouse · France 1999–2001 · 9 papers](https://md.research.elamur.ai/free/en/universities/universite-toulouse-iii-paul-sabatier/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 10 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Education · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/education/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) 🧭 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/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Idioms & multiword expressions · 1 work](https://md.research.elamur.ai/free/en/topics/multiword-expressions/) 💡 Concepts 2 Key ideas and methods explained on our concept pages.[Language model · 1 work](https://md.research.elamur.ai/free/en/concepts/language-model/) · [Large language models · 1 work](https://md.research.elamur.ai/free/en/concepts/large-language-models/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/eyke-hullermeier/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/eyke-hullermeier/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education](https://md.research.elamur.ai/free/en/papers/kasneci-2023-chatgpt-good-opportunities-challenges-large/)** *(2023 · 7,440 citations)* This position paper by a large group of researchers from Munich and Tübingen asks how large language models such as ChatGPT can serve education, and what dangers they bring. 2. **[Problem Solving Through Human–AI Preference-based Cooperation](https://md.research.elamur.ai/free/en/papers/dutta-2025-problem-solving-through-human-ai/)** *(2025 · 9 citations)* Generative AI systems, including LLMs, vision-language models and code models, still struggle with complex expert-domain tasks. 3. **[Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions](https://md.research.elamur.ai/free/en/papers/sengupta-2025-investigating-impact-conceptual-metaphors-llm/)** *(2025 · 1 citation)* The paper asks whether LLMs can do natural language inference when the hypothesis contains an implicit metaphor, and whether naming the underlying conceptual metaphor helps. ## All works 9 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. [**ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education**Enkelejda Kasneci, Kathrin Seßler, Stefan Küchemann, et al.*2023 · 7,440 citations*](https://md.research.elamur.ai/free/en/papers/kasneci-2023-chatgpt-good-opportunities-challenges-large/) 2. **[Decision tree and instance-based learning for label ranking ↗](https://doi.org/10.1145/1553374.1553395) International Conference on Machine Learning · no summary yet**Weiwei Cheng, Jens Hühn, Eyke Hüllermeier*2009 · 134 citations* 3. **[A Survey of Reinforcement Learning from Human Feedback ↗](https://arxiv.org/abs/2312.14925) arXiv:2312.14925 · Transactions on Machine Learning Research, 2025 · no summary yet**Timo Kaufmann et al.*2023 · 92 citations* 4. **[Problem Solving Through Human–AI Preference-based Cooperation](https://md.research.elamur.ai/free/en/papers/dutta-2025-problem-solving-through-human-ai/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Subhabrata Dutta, Timo Kaufmann, Goran Glavaš, et al.*2025 · 9 citations* 5. **[Annotation Challenges for Reconstructing the Structural Elaboration of Middle Low German ↗](https://aclanthology.org/W17-2206/) Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature · no summary yet**Nina Seemann et al.*2017 · 8 citations* 6. **[Preference Learning (Dagstuhl Seminar 14,101) ↗](https://doi.org/10.4230/dagrep.4.3.1) Open access LMU (Ludwid Maxmilian's Universitat Munchen) · no summary yet**Johannes Fürnkranz et al.*2014 · 4 citations* 7. **[Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions](https://md.research.elamur.ai/free/en/papers/sengupta-2025-investigating-impact-conceptual-metaphors-llm/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Meghdut Sengupta, Maximilian Muschalik, Fabian Fumagalli, et al.*2025 · 1 citation* 8. **[Computational Models of Cultural Behavior for Human-Agent Interaction (Dagstuhl Seminar 14,131) ↗](https://openalex.org/W7098510517) no summary yet**Johannes Fürnkranz et al.*2014 · 1 citation* 9. **[License Creative Commons BY 3.0 Unported license ↗](https://openalex.org/W7096422504) no summary yet**Johannes Fürnkranz et al.*2014* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Daryna Dementieva](https://md.research.elamur.ai/free/en/authors/daryna-dementieva/) - [Debanjan Ghosh](https://md.research.elamur.ai/free/en/authors/debanjan-ghosh/) - [Frauke Kreuter](https://md.research.elamur.ai/free/en/authors/frauke-kreuter/) - [Georg Groh](https://md.research.elamur.ai/free/en/authors/georg-groh/) - [Goran Glavaš](https://md.research.elamur.ai/free/en/authors/goran-glavas/) - [Henning Wachsmuth](https://md.research.elamur.ai/free/en/authors/henning-wachsmuth/) - [Hinrich Schütze](https://md.research.elamur.ai/free/en/authors/hinrich-schutze/) - [Iryna Gurevych](https://md.research.elamur.ai/free/en/authors/iryna-gurevych/) - [Ivan Habernal](https://md.research.elamur.ai/free/en/authors/ivan-habernal/) - [Kristian Kersting](https://md.research.elamur.ai/free/en/authors/kristian-kersting/) - [Subhabrata Dutta](https://md.research.elamur.ai/free/en/authors/subhabrata-dutta/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/): [Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/cl/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/findings/2025/) - International Conference on Machine Learning - Learning and Individual Differences - Open access LMU (Ludwid Maxmilian's Universitat Munchen) - Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature ## Cited by Papers of our library cite their works 287 times (of the 149,439 papers whose bibliographies we read); [55 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/eyke-hullermeier/cited-by/). Updated 30 October 2026