--- title: "Nils Holzenberger · Télécom Paris — author profile and papers" description: "Nils Holzenberger, Télécom Paris: 2 papers on Elamur Research (2020–2023), h-index 9 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/nils-holzenberger/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/nils-holzenberger/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Nils Holzenberger # Nils Holzenberger Nils Holzenberger has 2 papers in our library, in 2020–2023, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Andrew Blair-Stanek](https://md.research.elamur.ai/free/en/authors/andrew-blair-stanek/), [Benjamin Van Durme](https://md.research.elamur.ai/free/en/authors/benjamin-van-durme/). 2 papers in our library · 2020–2023 [OpenAlex](https://openalex.org/A5017498603) · [ORCID](https://orcid.org/0000-0002-0844-1391) · [Wikidata](https://www.wikidata.org/wiki/Q130802037) · [**h-index 9**](https://openalex.org/authors/A5017498603) · [49 works](https://openalex.org/works?filter=author.id:A5017498603) · [484 citations](https://openalex.org/works?filter=author.id:A5017498603&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/nils-holzenberger/#papers) · [🔗 Cited 288 times in our library](https://md.research.elamur.ai/free/en/authors/nils-holzenberger/cited-by/) · [14 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6175](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6175) 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=Nils+Holzenberger) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Nils+Holzenberger) · [dblp](https://dblp.org/search?q=Nils+Holzenberger) · [ACL Anthology](https://aclanthology.org/search/?q=Nils+Holzenberger) ## Affiliations [🎓**Télécom Paris** Palaiseau · France 2022–2026 · 24 papers*current*](https://md.research.elamur.ai/free/en/universities/telecom-paris/) · [🎓**Johns Hopkins University** Baltimore · United States 2018–2026 · 19 papers*current*](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Institut Polytechnique de Paris** Palaiseau · France 2023–2026 · 18 papers*current*](https://md.research.elamur.ai/free/en/universities/institut-polytechnique-de-paris/) · [🔬**Laboratoire Traitement et Communication de l’Information** Palaiseau · France 2022–2025 · 8 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-traitement-et-communication-de-l-information/) 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).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Political Science and International Relations · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/political-science-and-international-relations/) · [Law · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/law/) 🧭 Topics 4 Research subjects and languages the work is about.[Legal AI · 2 works](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/nils-holzenberger/year/2023/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/nils-holzenberger/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Can GPT-3 Perform Statutory Reasoning?](https://md.research.elamur.ai/free/en/papers/blair-stanek-2023-gpt-3-perform-statutory-reasoning/)** *(2023 · 154 citations)* The paper asks whether a large language model can apply written legal rules to stated facts, a core skill for lawyers. 2. **[A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering](https://md.research.elamur.ai/free/en/papers/holzenberger-2020-dataset-statutory-reasoning-tax-law/)** *(2020 · 73 citations)* The paper frames statutory reasoning as a distinct NLP challenge: a system must apply legal rules, each stated only once in natural language, to a factual scenario that is also written in prose. ## All works 16 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. [**Can GPT-3 Perform Statutory Reasoning? arXiv:2302.06100**Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme*2023 · 154 citations*](https://md.research.elamur.ai/free/en/papers/blair-stanek-2023-gpt-3-perform-statutory-reasoning/) 2. **[Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering ↗](https://aclanthology.org/K19-1005/) Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) · no summary yet**J. Edward Hu et al.*2019 · 90 citations* 3. [**A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering arXiv:2005.05257**Nils Holzenberger, Andrew Blair-Stanek, Benjamin Van Durme*2020 · 73 citations*](https://md.research.elamur.ai/free/en/papers/holzenberger-2020-dataset-statutory-reasoning-tax-law/) 4. **[Factoring Statutory Reasoning as Language Understanding Challenges ↗](https://aclanthology.org/2021.acl-long.213/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Nils Holzenberger, Benjamin Van Durme*2021 · 33 citations* 5. **[CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation ↗](https://aclanthology.org/2025.findings-naacl.441/) Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yet**Abe Bohan Hou et al.*2025 · 29 citations* 6. **[CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation ↗](https://arxiv.org/abs/2406.17186) arXiv:2406.17186 · no summary yet**Abe Bohan Hou et al.*2024 · 21 citations* 7. **[The Factuality of Large Language Models in the Legal Domain ↗](https://arxiv.org/abs/2409.11798) arXiv:2409.11798 · no summary yet**Rajaa El Hamdani et al.*2024 · 17 citations* 8. **[BLT: Can Large Language Models Handle Basic Legal Text? ↗](https://aclanthology.org/2024.nllp-1.18/) Proceedings of the Natural Legal Language Processing Workshop 2024 · no summary yet**Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme*2024 · 17 citations* 9. **[Connecting Symbolic Statutory Reasoning with Legal Information Extraction ↗](https://aclanthology.org/2023.nllp-1.12/) Proceedings of the Natural Legal Language Processing Workshop 2023 · no summary yet**Nils Holzenberger, Benjamin Van Durme*2023 · 14 citations* 10. **[Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations ↗](https://aclanthology.org/2024.nllp-1.24/) Proceedings of the Natural Legal Language Processing Workshop 2024 · no summary yet**Abe Hou et al.*2024 · 11 citations* 11. **[Reframing Tax Law Entailment as Analogical Reasoning ↗](https://arxiv.org/abs/2401.06715) arXiv:2401.06715 · no summary yet**Xinrui Zou; Ming Zhang; Nathaniel Weir; Benjamin Van Durme;, Nils Holzenberger*2024 · 5 citations* 12. **[Gaps or Hallucinations? Gazing into Machine-Generated Legal Analysis for Fine-grained Text Evaluations ↗](https://arxiv.org/abs/2409.09947) arXiv:2409.09947 · no summary yet**Abe Bohan Hou et al.*2024 · 4 citations* 13. **[DeonticBench: A Benchmark for Reasoning over Rules ↗](https://arxiv.org/abs/2604.04443) arXiv:2604.04443 · no summary yet**Guangyao Dou et al.*2026 · 1 citation* 14. **[Where Experts Disagree, Models Fail: Detecting Implicit Legal Citations in French Court Decisions ↗](https://arxiv.org/abs/2603.22973) arXiv:2603.22973 · no summary yet**Avrile Floro et al.*2026 · 1 citation* 15. **[DAR: Deontic Reasoning with Agentic Harnesses ↗](https://arxiv.org/abs/2606.05009) arXiv:2606.05009 · no summary yet**Guangyao Dou et al.*2026* 16. **[Can AI expose tax loopholes? Towards a new generation of legal policy assistants ↗](https://arxiv.org/abs/2503.17339) arXiv:2503.17339 · no summary yet**Peter Fratrič, Nils Holzenberger, David Restrepo Amariles*2025* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Andrew Blair-Stanek](https://md.research.elamur.ai/free/en/authors/andrew-blair-stanek/) ×2 - [Benjamin Van Durme](https://md.research.elamur.ai/free/en/authors/benjamin-van-durme/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the Natural Legal Language Processing Workshop 2023 ×3 - Findings of the Association for Computational Linguistics: NAACL 2025 - Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) - Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 288 times (of the 149,439 papers whose bibliographies we read); [32 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/nils-holzenberger/cited-by/). Updated 2 November 2026