Introducing LUIMA: an experiment in legal conceptual retrieval of vaccine injury decisions using a UIMA type system and tools M Grabmair, KD Ashley, R Chen, P Sureshkumar, C Wang, E Nyberg, ... Proceedings of the 15th international conference on artificial intelligence …, 2015 | 78 | 2015 |
Automatic summarization of legal decisions using iterative masking of predictive sentences L Zhong, Z Zhong, Z Zhao, S Wang, KD Ashley, M Grabmair Proceedings of the seventeenth international conference on artificial …, 2019 | 70 | 2019 |
Introduction for artificial intelligence and law: special issue “natural language processing for legal texts” L Robaldo, S Villata, A Wyner, M Grabmair Artificial Intelligence and Law 27, 113-115, 2019 | 60 | 2019 |
Predicting trade secret case outcomes using argument schemes and learned quantitative value effect tradeoffs M Grabmair Proceedings of the 16th edition of the International Conference on Articial …, 2017 | 54 | 2017 |
Facilitating case comparison using value judgments and intermediate legal concepts M Grabmair, KD Ashley Proceedings of the 13th international conference on Artificial intelligence …, 2011 | 47 | 2011 |
Sentence boundary detection in adjudicatory decisions in the united states J Savelka, VR Walker, M Grabmair, KD Ashley Traitement automatique des langues 58, 21, 2017 | 46 | 2017 |
Context-aware legal citation recommendation using deep learning Z Huang, C Low, M Teng, H Zhang, DE Ho, MS Krass, M Grabmair Proceedings of the eighteenth international conference on artificial …, 2021 | 45 | 2021 |
Modeling Purposive Legal Argumentation and Case Outcome Prediction using Argument Schemes in the Value Judgment Formalism M Grabmair University of Pittsburgh, 2016 | 40 | 2016 |
Thirty years of Artificial Intelligence and Law: the first decade G Governatori, T Bench-Capon, B Verheij, M Araszkiewicz, E Francesconi, ... Artificial Intelligence and Law 30 (4), 481-519, 2022 | 35 | 2022 |
Probabilistic semantics for the carneades argument model using bayesian networks M Grabmair, TF Gordon, D Walton Computational Models of Argument, 255-266, 2010 | 29 | 2010 |
Deconfounding legal judgment prediction for European court of human rights cases towards better alignment with experts TYS Santosh, S Xu, O Ichim, M Grabmair arXiv preprint arXiv:2210.13836, 2022 | 25 | 2022 |
Lex Rosetta: transfer of predictive models across languages, jurisdictions, and legal domains J Savelka, H Westermann, K Benyekhlef, CS Alexander, JC Grant, ... Proceedings of the eighteenth international conference on artificial …, 2021 | 24 | 2021 |
Extractive summarization of legal decisions using multi-task learning and maximal marginal relevance A Agarwal, S Xu, M Grabmair arXiv preprint arXiv:2210.12437, 2022 | 19 | 2022 |
Zero-shot transfer of article-aware legal outcome classification for european court of human rights cases TYS Santosh, O Ichim, M Grabmair arXiv preprint arXiv:2302.00609, 2023 | 18 | 2023 |
How would you say it? eliciting lexically diverse dialogue for supervised semantic parsing A Ravichander, T Manzini, M Grabmair, G Neubig, J Francis, E Nyberg Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue …, 2017 | 18 | 2017 |
Argumentation with value judgments-an example of hypothetical reasoning M Grabmair, KD Ashley Legal Knowledge and Information Systems, 67-76, 2010 | 16 | 2010 |
Mining information from statutory texts in multi-jurisdictional settings J Šavelka, M Grabmair, KD Ashley Legal Knowledge and Information Systems, 133-142, 2014 | 11 | 2014 |
Toward Extracting Information from Public Health Statutes using Text Classification and Machine Learning M Grabmair, KD Ashley, R Hwa, PM Sweeney Jurix 2012 - The 25th International Conference on Legal Knowledge and …, 2011 | 11 | 2011 |
From dissonance to insights: Dissecting disagreements in rationale construction for case outcome classification S Xu, TYS Santosh, O Ichim, I Risini, B Plank, M Grabmair arXiv preprint arXiv:2310.11878, 2023 | 10 | 2023 |
Leveraging task dependency and contrastive learning for case outcome classification on european court of human rights cases S Tyss, MP San Blas, P Kemper, M Grabmair Proceedings of the 17th Conference of the European Chapter of the …, 2023 | 10 | 2023 |