Matthias Grabmair
Orcid: 0000-0001-6586-2486
According to our database1,
Matthias Grabmair authored at least 65 papers
between 2005 and 2026.
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Bibliography
2026
CoRR, May, 2026
By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode.
CoRR, May, 2026
Asking For An Old Friend: Diagnosing and Mitigating Temporal Failure Modes in LLM-based Statutory Question Answering.
CoRR, May, 2026
CoRR, April, 2026
BenGER: A Collaborative Web Platform for End-to-End Benchmarking of German Legal Tasks.
CoRR, April, 2026
Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning.
Proceedings of the Symposium on Computer Science and Law, 2026
2025
CoRR, December, 2025
Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator.
CoRR, October, 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases.
CoRR, February, 2025
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
Learning from Computer Vision: The Effects of Loss Functions on Legal Text Classification with Class Imbalance.
Proceedings of the Twentieth International Conference on Artificial Intelligence and Law, 2025
Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation.
Proceedings of the First Argument Mining and Empirical Legal Research Workshop co-located with the 20th International Conference on Artificial Intelligence and Law (ICAIL 2025), 2025
Proceedings of the 31st International Conference on Computational Linguistics, 2025
Proceedings of the Findings of the Association for Computational Linguistics, 2025
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), 2025
GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2025
2024
CoRR, 2024
CoRR, 2024
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights.
CoRR, 2024
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), 2024
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
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, 2024
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
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), 2024
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), 2024
2023
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
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, 2023
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents.
Proceedings of the Advances in Information Retrieval, 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
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, 2023
2022
Artif. Intell. Law, 2022
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, 2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers.
Proceedings of the Natural Legal Language Processing Workshop, 2022
2021
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains.
CoRR, 2021
Lex Rosetta: transfer of predictive models across languages, jurisdictions, and legal domains.
Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021
Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021
2019
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks.
CoRR, 2019
Introduction for artificial intelligence and law: special issue "natural language processing for legal texts".
Artif. Intell. Law, 2019
Proceedings of the Second International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2019
Automatic Summarization of Legal Decisions using Iterative Masking of Predictive Sentences.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019
Proceedings of the Workshop on Artificial Intelligence and the Administrative State co-located with 17th International Conference on AI and Law (ICAIL 2019), 2019
2018
2017
How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017
Predicting trade secret case outcomes using argument schemes and learned quantitative value effect tradeoffs.
Proceedings of the 16th edition of the International Conference on Artificial Intelligence and Law, 2017
2016
Document Ranking with Citation Information and Oversampling Sentence Classification in the LUIMA Framework.
Proceedings of the Legal Knowledge and Information Systems, 2016
2015
Introducing LUIMA: an experiment in legal conceptual retrieval of vaccine injury decisions using a UIMA type system and tools.
Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015
2014
Proceedings of the Legal Knowledge and Information Systems, 2014
2013
Using event progression to enhance purposive argumentation in the value judgment formalism.
Proceedings of the International Conference on Artificial Intelligence and Law, 2013
2011
Toward Extracting Information from Public Health Statutes using Text Classification Machine Learning.
Proceedings of the Legal Knowledge and Information Systems, 2011
Proceedings of the 13th International Conference on Artificial Intelligence and Law, 2011
2010
Proceedings of the Legal Knowledge and Information Systems, 2010
Proceedings of the Computational Models of Argument: Proceedings of COMMA 2010, 2010
2009
Proceedings of the 12th International Conference on Artificial Intelligence and Law, 2009
2005
Proceedings of the Legal Knowledge and Information Systems, 2005