---
title: "Matthias Grabmair — all works — Elamur Research"
description: "All 41 works of Matthias Grabmair in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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---
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# Matthias Grabmair — all works

41 works · [← Matthias Grabmair](https://md.research.elamur.ai/free/en/authors/matthias-grabmair/)

1. **[Context-Aware Legal Citation Recommendation using Deep Learning ↗](https://doi.org/10.1145/3462757.3466066) arXiv:2106.10776 · no summary yet**Zihan Huang et al.*2021 · 57 citations*
2. **[Sentence Boundary Detection in Adjudicatory Decisions in the United States ↗](https://aclanthology.org/2017.tal-2.2/) bepress Legal Repository · no summary yet**Jaromir Savelka et al.*2017 · 44 citations*
3. **[Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts ↗](https://aclanthology.org/2022.emnlp-main.74/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Santosh T.Y.S.S et al.*2022 · 39 citations*
4. **[Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains ↗](https://doi.org/10.1145/3462757.3466149) arXiv:2112.07882 · In Proceedings of ICAIL 2021, pp. 129-138. 2021 · no summary yet**Jaromir Savelka et al.*2021 · 32 citations*
5. **[ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights ↗](https://aclanthology.org/2024.lrec-main.486/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Santosh T.Y.S.S., Rashid Haddad, Matthias Grabmair*2024 · 26 citations*
6. **[Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases ↗](https://aclanthology.org/2023.findings-eacl.44/) Findings of the Association for Computational Linguistics: EACL 2023 · no summary yet**Santosh T.Y.S.S, Oana Ichim, Matthias Grabmair*2023 · 24 citations*
7. **[Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance ↗](https://aclanthology.org/2022.findings-emnlp.134/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Abhishek Agarwal, Shanshan Xu, Matthias Grabmair*2022 · 21 citations*
8. **[LexAbSumm: Aspect-based Summarization of Legal Decisions ↗](https://aclanthology.org/2024.lrec-main.911/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Santosh T.Y.S.S., Mahmoud Aly, Matthias Grabmair*2024 · 20 citations*
9. **[Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases ↗](https://aclanthology.org/2023.eacl-main.78/) Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yet**Santosh T.Y.S.S et al.*2023 · 19 citations*
10. **[How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing ↗](https://aclanthology.org/W17-5545/) Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue · no summary yet**Abhilasha Ravichander et al.*2017 · 19 citations*
11. **[LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English](https://md.research.elamur.ai/free/en/papers/s-2024-lexsumm-lext5-benchmarking-modeling-legal/) [Natural Legal Language Processing Workshop](https://md.research.elamur.ai/free/en/venues/nllp/)**Santosh T.Y.S.S, Cornelius Weiss, Matthias Grabmair*2024 · 16 citations*
12. **[VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights ↗](https://aclanthology.org/2023.emnlp-main.718/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Shanshan Xu et al.*2023 · 16 citations*
13. **[ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ↗](https://aclanthology.org/2024.acl-long.166/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Santosh T.Y.S.S, Tuan-Quang Vuong, Matthias Grabmair*2024 · 15 citations*
14. **[Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? ↗](https://aclanthology.org/2024.nllp-1.36/) Proceedings of the Natural Legal Language Processing Workshop 2024 · no summary yet**Santosh T.Y.S.S et al.*2024 · 15 citations*
15. **[Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification ↗](https://aclanthology.org/2024.acl-long.13/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shanshan Xu et al.*2024 · 12 citations*
16. **[Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization ↗](https://aclanthology.org/2024.naacl-long.231/) Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Santosh T.Y.S.S et al.*2024 · 11 citations*
17. **[LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases ↗](https://aclanthology.org/2025.findings-naacl.89/) Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yet**Santosh T.Y.S.S, Isaac Misael Olguín Nolasco, Matthias Grabmair*2025 · 10 citations*
18. **[Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases ↗](https://aclanthology.org/2024.findings-emnlp.214/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Santosh T.Y.S.S et al.*2024 · 9 citations*
19. **[Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents ↗](https://aclanthology.org/2024.lrec-main.987/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Santosh T.Y.S.S. et al.*2024 · 9 citations*
20. **[Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents ↗](https://arxiv.org/abs/2302.06448) arXiv:2302.06448 · no summary yet**T.Y.S.S. Santosh, Philipp Bock, Matthias Grabmair*2023 · 8 citations*
21. **[Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning ↗](https://doi.org/10.1145/3788646.3789522) arXiv:2510.08710 · no summary yet**Li Zhang et al.*2025 · 7 citations*
22. **[HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents ↗](https://aclanthology.org/2024.findings-emnlp.433/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Santosh T.Y.S.S et al.*2024 · 7 citations*
23. **[Query-driven Relevant Paragraph Extraction from Legal Judgments ↗](https://aclanthology.org/2024.lrec-main.1177/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Santosh T.Y.S.S., Elvin A. Quero Hernandez, Matthias Grabmair*2024 · 7 citations*
24. **[LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law ↗](https://aclanthology.org/2025.acl-industry.47/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track) · no summary yet**Santosh T.Y.S.S et al.*2025 · 6 citations*
25. **[The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases ↗](https://aclanthology.org/2024.findings-emnlp.208/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Santosh T.Y.S.S et al.*2024 · 5 citations*
26. **[CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization ↗](https://aclanthology.org/2025.findings-naacl.57/) Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yet**Santosh T.Y.S.S, Youssef Farag, Matthias Grabmair*2025 · 4 citations*
27. **[RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity ↗](https://aclanthology.org/2025.findings-naacl.26/) Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yet**Santosh T.Y.S.S et al.*2025 · 3 citations*
28. **[AQuAECHR: Attributed Question Answering for European Court of Human Rights ↗](https://aclanthology.org/2025.findings-acl.74/) Findings of the Association for Computational Linguistics: ACL 2025 · no summary yet**Korbinian Q. Weidinger et al.*2025 · 3 citations*
29. **[CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval ↗](https://aclanthology.org/2024.lrec-main.381/) Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yet**Santosh T.Y.S.S., Kristina Kaiser, Matthias Grabmair*2024 · 3 citations*
30. **[Asking For An Old Friend: Diagnosing and Mitigating Temporal Failure Modes in LLM-based Statutory Question Answering ↗](https://arxiv.org/abs/2605.23497) arXiv:2605.23497 · no summary yet**Max Prior, Andreas Schultz, Matthias Grabmair*2026 · 2 citations*
31. **[PrivaT5: A Generative Language Model for Privacy Policies ↗](https://aclanthology.org/2024.privatenlp-1.16/) Proceedings of the Fifth Workshop on Privacy in Natural Language Processing · no summary yet**Mohammad Zoubi et al.*2024 · 2 citations*
32. [**BenGER Platform: A Collaborative Web Platform for End-to-End Benchmarking of German Legal Tasks arXiv:2604.13583**Sebastian Nagl, Matthias Grabmair*2026 · 1 citation*](https://md.research.elamur.ai/free/en/papers/nagl-2026-benger-platform-collaborative-web-platform/)
33. **[Risks and Limits of Automatic Consolidation of Statutes ↗](https://aclanthology.org/2025.nllp-1.29/) Proceedings of the Natural Legal Language Processing Workshop 2025 · no summary yet**Max Prior et al.*2025 · 1 citation*
34. **[Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ↗](https://aclanthology.org/2025.l2m2-1.16/) Proceedings of the First Workshop on Large Language Model Memorization (L2M2) · no summary yet**Shanshan Xu et al.*2025 · 1 citation*
35. [**BenGER: Benchmarking LLM Systems on Subsumption-Based Legal Reasoning in German Law arXiv:2605.28183**Sebastian Nagl, Ann-Kristin Mayrhofer, Martin Heidebach, et al.*2026*](https://md.research.elamur.ai/free/en/papers/nagl-2026-benger-benchmarking-llm-systems-subsumption/)
36. **[Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization ↗](https://arxiv.org/abs/2604.20726) arXiv:2604.20726 · no summary yet**Mohamed Hesham Elganayni et al.*2026*
37. **[Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation ↗](https://arxiv.org/abs/2605.24534) arXiv:2605.24534 · no summary yet**Max Prior, Niklas Wais, Matthias Grabmair*2026*
38. **[Towards Explainable Adjudicative Variance: Quantifying Judicial Discretion via Gated Multi-Task Learning ↗](https://arxiv.org/abs/2606.27069) arXiv:2606.27069 · no summary yet**Stanisław Sojka, Felix Steffek, Matthias Grabmair*2026*
39. **[By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode ↗](https://arxiv.org/abs/2605.25186) arXiv:2605.25186 · no summary yet**Julius Vernie, Matthias Grabmair*2026*
40. [**CourtPressGER: A German Court Decision to Press Release Summarization Dataset arXiv:2512.09434**Sebastian Nagl, Mohamed Elganayni, Melanie Pospisil, et al.*2025*](https://md.research.elamur.ai/free/en/papers/nagl-2025-courtpressger-german-court-decision-press/)
41. **[Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers ↗](https://aclanthology.org/2022.nllp-1.21/) Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yet**Shanshan Xu et al.*2022*