--- title: "Matthias Samwald — author profile and papers in our library" description: "Matthias Samwald, Austrian Research Institute for Artificial Intelligence: 2 papers on Elamur Research (2022–2023), h-index 35 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/matthias-samwald/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/matthias-samwald/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Matthias Samwald # Matthias Samwald Matthias Samwald has 2 papers in our library, in 2022–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Simon Ott](https://md.research.elamur.ai/free/en/authors/simon-ott/), [Jan Brauner](https://md.research.elamur.ai/free/en/authors/jan-brauner/). 2 papers in our library · 2022–2023 [OpenAlex](https://openalex.org/A5082184364) · [ORCID](https://orcid.org/0000-0002-4855-2571) · [Wikidata](https://www.wikidata.org/wiki/Q28914636) · [**h-index 35**](https://openalex.org/authors/A5082184364) · [223 works](https://openalex.org/works?filter=author.id:A5082184364) · [6,067 citations](https://openalex.org/works?filter=author.id:A5082184364&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/matthias-samwald/#papers) · [🔗 Cited 1,406 times in our library](https://md.research.elamur.ai/free/en/authors/matthias-samwald/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6069](https://md.research.elamur.ai/free/en/paper-stars/page/61/#star-6069) 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=Matthias+Samwald) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Matthias+Samwald) · [dblp](https://dblp.org/search?q=Matthias+Samwald) · [ACL Anthology](https://aclanthology.org/search/?q=Matthias+Samwald) ## Affiliations [🎓**Medical University of Vienna** Vienna · Austria 2006–2026 · 133 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/medical-university-of-vienna/) · [🔬**Austrian Research Institute for Artificial Intelligence** Vienna · Austria 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/austrian-research-institute-for-artificial-intelligence/) · [🎓**Ollscoil na Gaillimhe – University of Galway** Galway · Ireland 2008–2022 · 19 papers](https://md.research.elamur.ai/free/en/universities/ollscoil-na-gaillimhe-university-of-galway/) · [🔬**Konrad Lorenz Institute for Evolution and Cognition Research** Klosterneuburg · Austria 2009–2010 · 11 papers](https://ror.org/01agk4b09) · [🎓**TU Wien** Vienna · Austria 2012–2013 · 7 papers](https://md.research.elamur.ai/free/en/universities/tu-wien/) · [🎓**University of Vienna** Vienna · Austria 2008–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-vienna/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution 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).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Statistics, Probability and Uncertainty · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/statistics-probability-and-uncertainty/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [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/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Artificial intelligence · 1 work](https://md.research.elamur.ai/free/en/concepts/artificial-intelligence/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/matthias-samwald/year/2023/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/matthias-samwald/year/2022/) ## Papers The most cited first (OpenAlex and our library). 1. **[Mapping global dynamics of benchmark creation and saturation in artificial intelligence](https://md.research.elamur.ai/free/en/papers/ott-2022-mapping-global-dynamics-benchmark-creation/)** *(2022 · 93 citations)* Benchmarks not only measure progress in AI but also set its direction. At the same time, many of them quickly reach saturation or are barely used. The authors proposed a way to concisely map the emergence, use, and saturation of benchmarks across entire fields. To do this, they took a Papers With Code dump and built… 2. **[ThoughtSource: A central hub for large language model reasoning data](https://md.research.elamur.ai/free/en/papers/ott-2023-thoughtsource-central-hub-large-language/)** *(2023 · 68 citations)* Large language models often stumble on multi-step reasoning, and their decision process is hard to inspect. ## All works 4 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. **[BLOOM: A 176B-Parameter Open-Access Multilingual Language Model ↗](https://arxiv.org/abs/2211.05100) arXiv:2211.05100 · no summary yet**BigScience Workshop et al.*2022 · 1,606 citations* 2. **[Evaluating the Robustness of Neural Language Models to Input Perturbations ↗](https://aclanthology.org/2021.emnlp-main.117/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Milad Moradi, Matthias Samwald*2021 · 115 citations* 3. **[Mapping global dynamics of benchmark creation and saturation in artificial intelligence](https://md.research.elamur.ai/free/en/papers/ott-2022-mapping-global-dynamics-benchmark-creation/) [Nature Communications](https://md.research.elamur.ai/free/en/venues/nature-communications/)**Simon Ott, Adriano Barbosa-Silva, Kathrin Blagec, et al.*2022 · 93 citations* 4. **[ThoughtSource: A central hub for large language model reasoning data](https://md.research.elamur.ai/free/en/papers/ott-2023-thoughtsource-central-hub-large-language/) [Scientific Data](https://md.research.elamur.ai/free/en/venues/scientific-data/)**Simon Ott, Konstantin Hebenstreit, Valentin Lievin, et al.*2023 · 68 citations* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Simon Ott](https://md.research.elamur.ai/free/en/authors/simon-ott/) ×2 - [Jan Brauner](https://md.research.elamur.ai/free/en/authors/jan-brauner/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Nature Communications](https://md.research.elamur.ai/free/en/venues/nature-communications/): [Nature Communications 2022](https://md.research.elamur.ai/free/en/venues/nature-communications/2022/) - [Scientific Data](https://md.research.elamur.ai/free/en/venues/scientific-data/): [Scientific Data 2023](https://md.research.elamur.ai/free/en/venues/scientific-data/2023/) - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 1,406 times (of the 149,439 papers whose bibliographies we read); [300 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/matthias-samwald/cited-by/). Updated 30 October 2026