🧑‍🔬 Matthias Grabmair — all works

41 works · ← Matthias Grabmair

1. Context-Aware Legal Citation Recommendation using Deep Learning ↗arXiv:2106.10776 · no summary yetZihan Huang et al.2021 · 57 citations
2. Sentence Boundary Detection in Adjudicatory Decisions in the United States ↗bepress Legal Repository · no summary yetJaromir Savelka et al.2017 · 44 citations
3. Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetSantosh T.Y.S.S et al.2022 · 39 citations
4. Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains ↗arXiv:2112.07882 · In Proceedings of ICAIL 2021, pp. 129-138. 2021 · no summary yetJaromir 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 ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetSantosh T.Y.S.S., Rashid Haddad, Matthias Grabmair2024 · 26 citations
6. Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases ↗Findings of the Association for Computational Linguistics: EACL 2023 · no summary yetSantosh T.Y.S.S, Oana Ichim, Matthias Grabmair2023 · 24 citations
7. Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetAbhishek Agarwal, Shanshan Xu, Matthias Grabmair2022 · 21 citations
8. LexAbSumm: Aspect-based Summarization of Legal Decisions ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetSantosh T.Y.S.S., Mahmoud Aly, Matthias Grabmair2024 · 20 citations
9. Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases ↗Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yetSantosh T.Y.S.S et al.2023 · 19 citations
10. How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing ↗Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue · no summary yetAbhilasha Ravichander et al.2017 · 19 citations
11. LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in EnglishNatural Legal Language Processing WorkshopSantosh T.Y.S.S, Cornelius Weiss, Matthias Grabmair2024 · 16 citations
12. VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetShanshan Xu et al.2023 · 16 citations
13. ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSantosh T.Y.S.S, Tuan-Quang Vuong, Matthias Grabmair2024 · 15 citations
14. Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? ↗Proceedings of the Natural Legal Language Processing Workshop 2024 · no summary yetSantosh 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 ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShanshan Xu et al.2024 · 12 citations
16. Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization ↗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 yetSantosh T.Y.S.S et al.2024 · 11 citations
17. LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetSantosh T.Y.S.S, Isaac Misael Olguín Nolasco, Matthias Grabmair2025 · 10 citations
18. Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetSantosh T.Y.S.S et al.2024 · 9 citations
19. Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetSantosh T.Y.S.S. et al.2024 · 9 citations
20. Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents ↗arXiv:2302.06448 · no summary yetT.Y.S.S. Santosh, Philipp Bock, Matthias Grabmair2023 · 8 citations
21. Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning ↗arXiv:2510.08710 · no summary yetLi Zhang et al.2025 · 7 citations
22. HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetSantosh T.Y.S.S et al.2024 · 7 citations
23. Query-driven Relevant Paragraph Extraction from Legal Judgments ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetSantosh T.Y.S.S., Elvin A. Quero Hernandez, Matthias Grabmair2024 · 7 citations
24. LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track) · no summary yetSantosh 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 ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetSantosh T.Y.S.S et al.2024 · 5 citations
26. CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetSantosh T.Y.S.S, Youssef Farag, Matthias Grabmair2025 · 4 citations
27. RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetSantosh T.Y.S.S et al.2025 · 3 citations
28. AQuAECHR: Attributed Question Answering for European Court of Human Rights ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetKorbinian Q. Weidinger et al.2025 · 3 citations
29. CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval ↗Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) · no summary yetSantosh T.Y.S.S., Kristina Kaiser, Matthias Grabmair2024 · 3 citations
30. Asking For An Old Friend: Diagnosing and Mitigating Temporal Failure Modes in LLM-based Statutory Question Answering ↗arXiv:2605.23497 · no summary yetMax Prior, Andreas Schultz, Matthias Grabmair2026 · 2 citations
31. PrivaT5: A Generative Language Model for Privacy Policies ↗Proceedings of the Fifth Workshop on Privacy in Natural Language Processing · no summary yetMohammad Zoubi et al.2024 · 2 citations
32. BenGER Platform: A Collaborative Web Platform for End-to-End Benchmarking of German Legal TasksarXiv:2604.13583Sebastian Nagl, Matthias Grabmair2026 · 1 citation
33. Risks and Limits of Automatic Consolidation of Statutes ↗Proceedings of the Natural Legal Language Processing Workshop 2025 · no summary yetMax 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 ↗Proceedings of the First Workshop on Large Language Model Memorization (L2M2) · no summary yetShanshan Xu et al.2025 · 1 citation
35. BenGER: Benchmarking LLM Systems on Subsumption-Based Legal Reasoning in German LawarXiv:2605.28183Sebastian Nagl, Ann-Kristin Mayrhofer, Martin Heidebach, et al.2026
36. Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization ↗arXiv:2604.20726 · no summary yetMohamed Hesham Elganayni et al.2026
37. Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation ↗arXiv:2605.24534 · no summary yetMax Prior, Niklas Wais, Matthias Grabmair2026
38. Towards Explainable Adjudicative Variance: Quantifying Judicial Discretion via Gated Multi-Task Learning ↗arXiv:2606.27069 · no summary yetStanisław Sojka, Felix Steffek, Matthias Grabmair2026
39. By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode ↗arXiv:2605.25186 · no summary yetJulius Vernie, Matthias Grabmair2026
40. CourtPressGER: A German Court Decision to Press Release Summarization DatasetarXiv:2512.09434Sebastian Nagl, Mohamed Elganayni, Melanie Pospisil, et al.2025
41. Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers ↗Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yetShanshan Xu et al.2022

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