--- title: "Bernhard Schölkopf — author profile and papers in our library" description: "Bernhard Schölkopf, Max Planck Society: 3 papers on Elamur Research (2022–2023), h-index 140 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/bernhard-scholkopf/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/bernhard-scholkopf/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Bernhard Schölkopf # Bernhard Schölkopf Bernhard Schölkopf has 3 papers in our library, in 2022–2023, 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/); often with [Mrinmaya Sachan](https://md.research.elamur.ai/free/en/authors/mrinmaya-sachan/), [Zhijing Jin](https://md.research.elamur.ai/free/en/authors/zhijing-jin/), [Alessandro Stolfo](https://md.research.elamur.ai/free/en/authors/alessandro-stolfo/). 3 papers in our library · 2022–2023 [OpenAlex](https://openalex.org/A5044005697) · [ORCID](https://orcid.org/0000-0002-8177-0925) · [Wikidata](https://www.wikidata.org/wiki/Q4894234) · [**h-index 140**](https://openalex.org/authors/A5044005697) · [1,342 works](https://openalex.org/works?filter=author.id:A5044005697) · [148,130 citations](https://openalex.org/works?filter=author.id:A5044005697&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/bernhard-scholkopf/#papers) · [🔗 Cited 244 times in our library](https://md.research.elamur.ai/free/en/authors/bernhard-scholkopf/cited-by/) · [7 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3992](https://md.research.elamur.ai/free/en/paper-stars/page/40/#star-3992) 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=Bernhard+Sch%C3%B6lkopf) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bernhard+Sch%C3%B6lkopf) · [dblp](https://dblp.org/search?q=Bernhard+Sch%C3%B6lkopf) · [ACL Anthology](https://aclanthology.org/search/?q=Bernhard+Sch%C3%B6lkopf) ## Affiliations [🔬**Max Planck Institute for Intelligent Systems** Stuttgart · Germany 2010–2026 · 498 papersEmployment since 2011*current*](https://md.research.elamur.ai/free/en/labs/max-planck-institute-for-intelligent-systems/) · [🔬**Max Planck Society** Munich · Germany 1995–2026 · 411 papers*current*](https://md.research.elamur.ai/free/en/labs/max-planck-society/) · [🎓**ETH Zurich** Zurich · Switzerland 2013–2026 · 43 papers*current*](https://md.research.elamur.ai/free/en/universities/eth-zurich/) · [🔬**ELLIS Institute Tübingen** Tübingen · Germany 2024–2026 · 26 papers*current*](https://ror.org/036z3g533) · [🎓**Tübingen AI Center** Tübingen 2026 · 1 paper*current*](https://ror.org/0107nyd78) · [🔬**Max Planck Institute for Biological Cybernetics** Tübingen · Germany 1995–2017 · 335 papersEmployment 2001–2010](https://ror.org/026nmvv73) · [🏢**Microsoft Research** Cambridge · United Kingdom 1999–2002 · 15 papers](https://md.research.elamur.ai/free/en/companies/microsoft-research-united-kingdom/) · [🏢**Intelligent Systems Research** Thousand Oaks · United States 2021–2026 · 7 papers](https://ror.org/01reevc91) · [🎓**Australian National University** Canberra · Australia 1998–2001 · 7 papers](https://md.research.elamur.ai/free/en/universities/australian-national-university/) · [🏢**Amazon** Seattle · United States 2020–2022 · 5 papers](https://md.research.elamur.ai/free/en/companies/amazon/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 40 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Philosophy · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/philosophy/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](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 [**2023** 2 papers Bernhard Schölkopf's papers of 2023](https://md.research.elamur.ai/free/en/authors/bernhard-scholkopf/year/2023/) · [**2022** 1 paper Bernhard Schölkopf's papers of 2022](https://md.research.elamur.ai/free/en/papers/jin-2022-logical-fallacy-detection/) ## Papers The most cited first (OpenAlex and our library). 1. **[Membership Inference Attacks against Language Models via Neighbourhood Comparison](https://md.research.elamur.ai/free/en/papers/mattern-2023-membership-inference-attacks-against-language/)** *(2023 · 162 citations)* The paper examines membership inference attacks (MIAs) on language models, which try to determine whether a specific text was part of a model's training set. 2. **[Logical Fallacy Detection](https://md.research.elamur.ai/free/en/papers/jin-2022-logical-fallacy-detection/)** *(2022 · 119 citations)* The authors introduce logical fallacy detection as a new NLP task: classifying an argument by the type of flawed reasoning it contains. 3. **[A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models](https://md.research.elamur.ai/free/en/papers/stolfo-2023-causal-framework-quantify-robustness-mathematical/)** *(2023 · 65 citations)* Large language models perform well on math benchmarks, but it is unclear whether they truly reason or exploit superficial cues in problem wording. ## All works 10 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. **[Membership Inference Attacks against Language Models via Neighbourhood Comparison](https://md.research.elamur.ai/free/en/papers/mattern-2023-membership-inference-attacks-against-language/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, et al.*2023 · 162 citations* 2. **[Logical Fallacy Detection](https://md.research.elamur.ai/free/en/papers/jin-2022-logical-fallacy-detection/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zhijing Jin, Abhinav Lalwani, Tejas Vaidhya, et al.*2022 · 119 citations* 3. **[A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models](https://md.research.elamur.ai/free/en/papers/stolfo-2023-causal-framework-quantify-robustness-mathematical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, et al.*2023 · 65 citations* 4. **[Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals ↗](https://aclanthology.org/2024.acl-long.458/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Francesco Ortu et al.*2024 · 22 citations* 5. **[Language Model Alignment in Multilingual Trolley Problems ↗](https://arxiv.org/abs/2407.02273) arXiv:2407.02273 · no summary yet**Zhijing Jin et al.*2024 · 21 citations* 6. **[Exploring the Jungle of Bias: Political Bias Attribution in Language Models via Dependency Analysis ↗](https://arxiv.org/abs/2311.08605) arXiv:2311.08605 · no summary yet**David F. Jenny et al.*2023 · 6 citations* 7. **[DARS: Dynamic Action Re-Sampling to Enhance Coding Agent Performance by Adaptive Tree Traversal ↗](https://aclanthology.org/2025.acl-long.973/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Vaibhav Aggarwal et al.*2025 · 4 citations* 8. **[PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf ↗](https://aclanthology.org/2026.acl-demo.39/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yet**Jiarui Liu et al.*2026 · 1 citation* 9. **[When Do Language Models Endorse Limitations on Human Rights Principles? ↗](https://aclanthology.org/2026.findings-eacl.347/) Findings of the Association for Computational Linguistics: EACL 2026 · no summary yet**Keenan Samway et al.*2026 · 1 citation* 10. **[Test of Time: Rethinking Temporal Signal of Benchmark Contamination ↗](https://aclanthology.org/2026.acl-long.1693/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Terry Jingchen Zhang et al.*2026 · 1 citation* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Mrinmaya Sachan](https://md.research.elamur.ai/free/en/authors/mrinmaya-sachan/) ×3 - [Zhijing Jin](https://md.research.elamur.ai/free/en/authors/zhijing-jin/) ×3 - [Alessandro Stolfo](https://md.research.elamur.ai/free/en/authors/alessandro-stolfo/) - [Fatemehsadat Mireshghallah](https://md.research.elamur.ai/free/en/authors/fatemehsadat-mireshghallah/) - [Kumar Shridhar](https://md.research.elamur.ai/free/en/authors/kumar-shridhar/) - [Rada Mihalcea](https://md.research.elamur.ai/free/en/authors/rada-mihalcea/) - [Taylor Berg-Kirkpatrick](https://md.research.elamur.ai/free/en/authors/taylor-berg-kirkpatrick/) - [Xiaoyu Shen](https://md.research.elamur.ai/free/en/authors/xiaoyu-shen/) - [Yiwen Ding](https://md.research.elamur.ai/free/en/authors/yiwen-ding/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×5: [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/), [Findings of the Association for Computational Linguistics 2022](https://md.research.elamur.ai/free/en/venues/findings/2022/) - Findings of the Association for Computational Linguistics: EACL 2026 ## Cited by Papers of our library cite their works 244 times (of the 141,840 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/bernhard-scholkopf/cited-by/). Updated 24 October 2026