Matthias Grabmair

90 papers A* 3A 1B 1C 16Journal 39Unranked 26
YearRankTypeTitle / Venue / Authors
2025 — conf
AQuAECHR: Attributed Question Answering for European Court of Human Rights.
ACL (Findings)
Korbinian Q. Weidinger, T. Y. S. S. Santosh, Oana Ichim, Matthias Grabmair
2025 J jnl
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases.
CoRR
Shanshan Xu, T. Y. S. S. Santosh, Yanai Elazar, Quirin Vogel, Barbara Plank, Matthias Grabmair
2025 — conf
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization.
NAACL (Findings)
T. Y. S. S. Santosh, Youssef Farag, Matthias Grabmair
2025 J jnl
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization.
CoRR
T. Y. S. S. Santosh, Youssef Farag, Matthias Grabmair
2025 J jnl
CourtPressGER: A German Court Decision to Press Release Summarization Dataset.
CoRR
Sebastian Nagl, Mohamed Hesham Elganayni, Melanie Pospisil, Matthias Grabmair
2025 J jnl
Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator.
CoRR
Hyunji Lee, Kevin Chenhao Li, Matthias Grabmair, Shanshan Xu
2025 — conf
GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization.
ACL (4)
Pia Chouayfati, Niklas Herbster, Ábel Domonkos Sáfrán, Matthias Grabmair
2025 — conf
Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation.
AMELR@ICAIL
Max Prior, Niklas Wais, Matthias Grabmair
2025 — conf
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases.
NAACL (Findings)
T. Y. S. S. Santosh, Isaac Misael Olguín Nolasco, Matthias Grabmair
2025 J jnl
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases.
CoRR
T. Y. S. S. Santosh, Isaac Misael Olguín Nolasco, Matthias Grabmair
2025 C conf
Learning from Computer Vision: The Effects of Loss Functions on Legal Text Classification with Class Imbalance.
ICAIL
Niklas Wais, Matthias Grabmair
2025 — conf
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law.
ACL (6)
T. Y. S. S. Santosh, Mahmoud Aly, Oana Ichim, Matthias Grabmair
2025 J jnl
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law.
CoRR
T. Y. S. S. Santosh, Mahmoud Aly, Oana Ichim, Matthias Grabmair
2025 B conf
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval.
COLING
T. Y. S. S. Santosh, Hassan Sarwat, Matthias Grabmair
2025 — conf
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity.
NAACL (Findings)
T. Y. S. S. Santosh, Chen Jia, Patrick Goroncy, Matthias Grabmair
2025 J jnl
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity.
CoRR
T. Y. S. S. Santosh, Chen Jia, Patrick Goroncy, Matthias Grabmair
2025 J jnl
Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning.
CoRR
Li Zhang, Matthias Grabmair, Morgan A. Gray, Kevin D. Ashley
2024 — conf
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization.
NAACL-HLT
T. Y. S. S. Santosh, Vatsal Venkatkrishna, Saptarshi Ghosh, Matthias Grabmair
2024 J jnl
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization.
CoRR
T. Y. S. S. Santosh, Vatsal Venkatkrishna, Saptarshi Ghosh, Matthias Grabmair
2024 — conf
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks.
ACL (1)
T. Y. S. S. Santosh, Tuan-Quang Vuong, Matthias Grabmair
2024 J jnl
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks.
CoRR
T. Y. S. S. Santosh, Tuan-Quang Vuong, Matthias Grabmair
2024 — conf
CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval.
LREC/COLING
T. Y. S. S. Santosh, Kristina Kaiser, Matthias Grabmair
2024 J jnl
CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval.
CoRR
T. Y. S. S. Santosh, Kristina Kaiser, Matthias Grabmair
2024 — conf
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights.
LREC/COLING
T. Y. S. S. Santosh, Rashid Haddad, Matthias Grabmair
2024 J jnl
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights.
CoRR
T. Y. S. S. Santosh, Rashid Gustav Haddad, Matthias Grabmair
2024 — conf
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents.
EMNLP (Findings)
T. Y. S. S. Santosh, Apolline Isaia, Shiyu Hong, Matthias Grabmair
2024 J jnl
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents.
CoRR
T. Y. S. S. Santosh, Apolline Isaia, Shiyu Hong, Matthias Grabmair
2024 — conf
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases.
EMNLP (Findings)
T. Y. S. S. Santosh, Mohamed Hesham Elganayni, Stanislaw Sójka, Matthias Grabmair
2024 J jnl
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases.
CoRR
T. Y. S. S. Santosh, Mohamed Hesham Elganayni, Stanislaw Sójka, Matthias Grabmair
2024 — conf
LexAbSumm: Aspect-based Summarization of Legal Decisions.
LREC/COLING
T. Y. S. S. Santosh, Mahmoud Aly, Matthias Grabmair
2024 J jnl
LexAbSumm: Aspect-based Summarization of Legal Decisions.
CoRR
T. Y. S. S. Santosh, Mahmoud Aly, Matthias Grabmair
2024 J jnl
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English.
CoRR
T. Y. S. S. Santosh, Cornelius Weiss, Matthias Grabmair
2024 — conf
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents.
LREC/COLING
T. Y. S. S. Santosh, Hassan Sarwat, Ahmed Mohamed Abdelaal Abdou, Matthias Grabmair
2024 J jnl
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents.
CoRR
T. Y. S. S. Santosh, Hassan Sarwat, Ahmed Mohamed Abdelaal Abdou, Matthias Grabmair
2024 J jnl
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval.
CoRR
T. Y. S. S. Santosh, Hassan Sarwat, Matthias Grabmair
2024 — conf
Query-driven Relevant Paragraph Extraction from Legal Judgments.
LREC/COLING
T. Y. S. S. Santosh, Elvin Quero Hernandez, Matthias Grabmair
2024 J jnl
Query-driven Relevant Paragraph Extraction from Legal Judgments.
CoRR
T. Y. S. S. Santosh, Elvin Quero Hernandez, Matthias Grabmair
2024 — conf
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases.
EMNLP (Findings)
T. Y. S. S. Santosh, Irtiza Chowdhury, Shanshan Xu, Matthias Grabmair
2024 J jnl
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases.
CoRR
T. Y. S. S. Santosh, Irtiza Chowdhury, Shanshan Xu, Matthias Grabmair
2024 — conf
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification.
ACL (1)
Shanshan Xu, T. Y. S. S. Santosh, Oana Ichim, Barbara Plank, Matthias Grabmair
2024 J jnl
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification.
CoRR
Shanshan Xu, T. Y. S. S. Santosh, Oana Ichim, Barbara Plank, Matthias Grabmair
2024 — conf
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset.
LREC/COLING
T. Y. S. S. Santosh, Nina Baumgartner, Matthias Stürmer, Matthias Grabmair, Joel Niklaus
2024 J jnl
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset.
CoRR
T. Y. S. S. Santosh, Nina Baumgartner, Matthias Stürmer, Matthias Grabmair, Joel Niklaus
2024 J jnl
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
CoRR
T. Y. S. S. Santosh, Kevin D. Ashley, Katie Atkinson, Matthias Grabmair
2023 A* conf
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification.
EMNLP
Shanshan Xu, T. Y. S. S. Santosh, Oana Ichim, Isabella Risini, Barbara Plank, Matthias Grabmair
2023 J jnl
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification.
CoRR
Shanshan Xu, T. Y. S. S. Santosh, Oana Ichim, Isabella Risini, Barbara Plank, Matthias Grabmair
2023 — conf
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents.
ECIR (2)
T. Y. S. S. Santosh, Philipp Bock, Matthias Grabmair
2023 J jnl
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents.
CoRR
T. Y. S. S. Santosh, Philipp Bock, Matthias Grabmair
2023 A conf
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases.
EACL
T. Y. S. S. Santosh, Marcel Perez San Blas, Phillip Kemper, Matthias Grabmair
2023 J jnl
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases.
CoRR
T. Y. S. S. Santosh, Marcel Perez San Blas, Phillip Kemper, Matthias Grabmair
2023 J jnl
Pervasive Computational Law.
IEEE Pervasive Comput.
Clement Guitton, Aurelia Tamò-Larrieux, Simon Mayer, Kevin D. Ashley, Matthias Grabmair, Galileo Sartor, Giovanni Sartor, Gijs van Dijck
2023 C ed.
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, ICAIL 2023, Braga, Portugal, June 19-23, 2023
ICAIL
Matthias Grabmair, Francisco Andrade, Paulo Novais
2023 A* conf
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights.
EMNLP
Shanshan Xu, Leon Staufer, T. Y. S. S. Santosh, Oana Ichim, Corina Heri, Matthias Grabmair
2023 J jnl
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights.
CoRR
Shanshan Xu, Leon Staufer, T. Y. S. S. Santosh, Oana Ichim, Corina Heri, Matthias Grabmair
2023 — conf
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases.
EACL (Findings)
T. Y. S. S. Santosh, Oana Ichim, Matthias Grabmair
2023 J jnl
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases.
CoRR
T. Y. S. S. Santosh, Oana Ichim, Matthias Grabmair
2022 — conf
Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers.
NLLP@EMNLP
Shanshan Xu, Irina Broda, Rashid Haddad, Marco Negrini, Matthias Grabmair
2022 J jnl
Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers.
CoRR
Shanshan Xu, Irina Broda, Rashid Haddad, Marco Negrini, Matthias Grabmair
2022 A* conf
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts.
EMNLP
Tokala Yaswanth Sri Sai Santosh, Shanshan Xu, Oana Ichim, Matthias Grabmair
2022 J jnl
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts.
CoRR
T. Y. S. S. Santosh, Shanshan Xu, Oana Ichim, Matthias Grabmair
2022 — conf
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance.
EMNLP (Findings)
Abhishek Agarwal, Shanshan Xu, Matthias Grabmair
2022 J jnl
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance.
CoRR
Abhishek Agarwal, Shanshan Xu, Matthias Grabmair
2022 J jnl
Thirty years of Artificial Intelligence and Law: the first decade.
Artif. Intell. Law
Guido Governatori, Trevor J. M. Bench-Capon, Bart Verheij, Michal Araszkiewicz, Enrico Francesconi, Matthias Grabmair
2021 J jnl
Context-Aware Legal Citation Recommendation using Deep Learning.
CoRR
Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair
2021 C conf
Context-aware legal citation recommendation using deep learning.
ICAIL
Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair
2021 — ed.
Joint Proceedings of the Workshops on Automated Semantic Analysis of Information in Legal Text (ASAIL 2021) & AI and Intelligent Assistance for Legal Professionals in the Digital Workplace (LegalAIIA 2021) held online in conjunction with 18th International Conference on Artificial Intelligence and Law (ICAIL 2021), São Paolo, Brazil (held online), June 21 & 25, 2021.
ASAIL/LegalAIIA@ICAIL
Kevin D. Ashley, Katie Atkinson, Luther Karl Branting, Enrico Francesconi, Matthias Grabmair, Vern R. Walker, Bernhard Waltl, Adam Zachary Wyner, Jack G. Conrad, Jeremy Pickens, Jason R. Baron, Hans Henseler, Daniel W. Linna Jr., Jyothi K. Vinjumur
2021 J jnl
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains.
CoRR
Jaromír Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Michal Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harasta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson
2021 C conf
Lex Rosetta: transfer of predictive models across languages, jurisdictions, and legal domains.
ICAIL
Jaromír Savelka, Hannes Westermann, Karim Benyekhlef, Charlotte S. Alexander, Jayla C. Grant, David Restrepo Amariles, Rajaa El Hamdani, Sébastien Meeùs, Aurore Clément Troussel, Michal Araszkiewicz, Kevin D. Ashley, Alexandra Ashley, Karl Branting, Mattia Falduti, Matthias Grabmair, Jakub Harasta, Tereza Novotná, Elizabeth Tippett, Shiwanni Johnson
2020 — ed.
Proceedings of the Fourth Workshop on Automated Semantic Analysis of Information in Legal Text held online in conjunction with the 33rd International Conference on Legal Knowledge and Information Systems, ASAIL@JURIX 2020, December 9, 2020.
ASAIL@JURIX
Kevin D. Ashley, Katie Atkinson, Luther Karl Branting, Enrico Francesconi, Matthias Grabmair, Vern R. Walker, Bernhard Waltl, Adam Zachary Wyner
2019 C conf
Automatic Summarization of Legal Decisions using Iterative Masking of Predictive Sentences.
ICAIL
Linwu Zhong, Ziyi Zhong, Zinian Zhao, Siyuan Wang, Kevin D. Ashley, Matthias Grabmair
2019 J jnl
Introduction for artificial intelligence and law: special issue "natural language processing for legal texts".
Artif. Intell. Law
Livio Robaldo, Serena Villata, Adam Wyner, Matthias Grabmair
2019 — ed.
Proceedings of the Third Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 17th International Conference on Artificial Intelligence and Law (ICAIL 2019), Montreal, QC, Canada, June 21, 2019.
ASAIL@ICAIL
Kevin D. Ashley, Katie Atkinson, Luther Karl Branting, Enrico Francesconi, Matthias Grabmair, Bernhard Waltl, Vern R. Walker, Adam Zachary Wyner
2019 J jnl
Question Answering via Web Extracted Tables and Pipelined Models.
CoRR
Bhavya Karki, Fan Hu, Nithin Haridas, Suhail Barot, Zihua Liu, Lucile Callebert, Matthias Grabmair, Anthony Tomasic
2019 — conf
Question answering via web extracted tables.
aiDM@SIGMOD
Bhavya Karki, Fan Hu, Nithin Haridas, Suhail Barot, Zihua Liu, Lucile Callebert, Matthias Grabmair, Anthony Tomasic
2019 — conf
Segmentation of Rulemaking Documentsfor Public Notice-and-Comment Process Analysis.
AIAS@ICAIL
Anna Belova, Matthias Grabmair, Eric Nyberg
2019 J jnl
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks.
CoRR
Mihir Kale, Aditya Siddhant, Sreyashi Nag, Radhika Parik, Matthias Grabmair, Anthony Tomasic
2018 — ed.
Proceedings of the Second Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 16th International Conference on Artificial Intelligence and Law (ICAIL 2017), London, UK, June 16, 2017.
ASAIL@ICAIL
Kevin D. Ashley, Katie Atkinson, Luther Karl Branting, Enrico Francesconi, Matthias Grabmair, Marc Lauritsen, Vern R. Walker, Adam Zachary Wyner
2018 J jnl
Towards Inference-Oriented Reading Comprehension: ParallelQA.
CoRR
Soumya Wadhwa, Varsha Embar, Matthias Grabmair, Eric Nyberg
2017 — conf
How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing.
SIGDIAL Conference
Abhilasha Ravichander, Thomas Manzini, Matthias Grabmair, Graham Neubig, Jonathan Francis, Eric Nyberg
2017 C conf
Predicting trade secret case outcomes using argument schemes and learned quantitative value effect tradeoffs.
ICAIL
Matthias Grabmair
2016 C conf
Document Ranking with Citation Information and Oversampling Sentence Classification in the LUIMA Framework.
JURIX
Apoorva Bansal, Zheyuan Bu, Biswajeet Mishra, Silun Wang, Kevin D. Ashley, Matthias Grabmair
2015 C conf
Introducing LUIMA: an experiment in legal conceptual retrieval of vaccine injury decisions using a UIMA type system and tools.
ICAIL
Matthias Grabmair, Kevin D. Ashley, Ran Chen, Preethi Sureshkumar, Chen Wang, Eric Nyberg, Vern R. Walker
2014 C conf
Mining Information from Statutory Texts in Multi-Jurisdictional Settings.
JURIX
Jaromír Savelka, Matthias Grabmair, Kevin D. Ashley
2013 C conf
Using event progression to enhance purposive argumentation in the value judgment formalism.
ICAIL
Matthias Grabmair, Kevin D. Ashley
2011 C conf
Facilitating case comparison using value judgments and intermediate legal concepts.
ICAIL
Matthias Grabmair, Kevin D. Ashley
2011 C conf
Toward Extracting Information from Public Health Statutes using Text Classification Machine Learning.
JURIX
Matthias Grabmair, Kevin D. Ashley, Rebecca Hwa, Patricia M. Sweeney
2010 C conf
Argumentation with Value Judgments - An Example of Hypothetical Reasoning.
JURIX
Matthias Grabmair, Kevin D. Ashley
2010 C conf
Probabilistic Semantics for the Carneades Argument Model Using Bayesian Networks.
COMMA
Matthias Grabmair, Thomas F. Gordon, Douglas Walton
2009 C conf
Using critical questions to disambiguate and formalize statutory provisions.
ICAIL
Matthias Grabmair, Kevin D. Ashley
2005 C conf
Towards Modeling Systematic Interpretation of Codified Law.
JURIX
Matthias Grabmair, Kevin D. Ashley