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18th ICAIL 2021: São Paulo, Brazil
- Juliano Maranhão, Adam Zachary Wyner:
ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21 - 25, 2021. ACM 2021, ISBN 978-1-4503-8526-8 - Dennis Aumiller
, Satya Almasian, Sebastian Lackner, Michael Gertz:
Structural text segmentation of legal documents. 2-11 - Trevor J. M. Bench-Capon
Precedential constraint: the role of issues. 12-21 - Paheli Bhattacharya, Soham Poddar, Koustav Rudra
Incorporating domain knowledge for extractive summarization of legal case documents. 22-31 - Georg Borges:
AI systems and product liability. 32-39 - Rajaa El Hamdani, Majd Mustapha, David Restrepo Amariles, Aurore Clément Troussel, Sébastien Meeùs, Katsiaryna Krasnashchok:
A combined rule-based and machine learning approach for automated GDPR compliance checking. 40-49 - Wachara Fungwacharakorn, Kanae Tsushima, Ken Satoh:
On semantics-based minimal revision for legal reasoning. 50-59 - Lukasz Górski, Shashishekar Ramakrishna:
Explainable artificial intelligence, lawyer's perspective. 60-68 - Guido Governatori
Unravel legal references in defeasible deontic logic. 69-78 - Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair:
Context-aware legal citation recommendation using deep learning. 79-88 - Juliano Maranhão, Edelcio G. de Souza
A dynamic model for balancing values. 89-98 - Devin J. McConnell
Case-level prediction of motion outcomes in civil litigation. 99-108 - Malte Ostendorff, Elliott Ash, Terry Ruas
Evaluating document representations for content-based legal literature recommendations. 109-118 - Andrew Paley, Andong L. Li Zhao, Harper Pack, Sergio Servantez, Rachel F. Adler
From data to information: automating data science to explore the U.S. court system. 119-128 - Jaromír Savelka, Hannes Westermann, Karim Benyekhlef
Lex Rosetta: transfer of predictive models across languages, jurisdictions, and legal domains. 129-138 - Alice Witt
Converting copyright legislation into machine-executable code: interpretation, coding validation and legal alignment. 139-148 - Heng Zheng
Hardness of case-based decisions: a formal theory. 149-158 - Lucia Zheng, Neel Guha, Brandon R. Anderson
When does pretraining help?: assessing self-supervised learning for law and the CaseHOLD dataset of 53, 000+ legal holdings. 159-168 - Katie Atkinson, Joe Collenette, Trevor J. M. Bench-Capon
Practical tools from formal models: the ECHR as a case study. 170-174 - Floris Bex, Henry Prakken:
On the relevance of algorithmic decision predictors for judicial decision making. 175-179 - Roberta Calegari, Régis Riveret, Giovanni Sartor:
The burden of persuasion in structured argumentation. 180-184 - Aaron Ceross
Prediction of monetary penalties for data protection cases in multiple languages. 185-189 - Joshua Ellul
Regulating artificial intelligence: a technology regulator's perspective. 190-194 - Fernando Esteban de la Rosa, John Zeleznikow
Making intelligent online dispute resolution tools available to self-represented litigants in the public justice system: towards and ethical use of the ai technology in the administration of justice. 195-199 - Nicolas Garneau, Eve Gaumond, Luc Lamontagne
Plum2Text: a french plumitifs-descriptions data-to-text dataset for natural language generation. 200-204 - Ingo Glaser, Tom Schamberger, Florian Matthes
Anonymization of german legal court rulings. 205-209 - Marzieh Karimi-Haghighi, Carlos Castillo:
Enhancing a recidivism prediction tool with machine learning: effectiveness and algorithmic fairness. 210-214 - Livio Robaldo:
Towards compliance checking in reified I/O logic via SHACL. 215-219 - Antonino Rotolo, Clara Smith:
Modelling legal procedures. 220-224 - Aleksander Smywinski-Pohl
Automatic extraction of amendments from polish statutory law. 225-229 - Francesco Sovrano
A dataset for evaluating legal question answering on private international law. 230-234 - Cor Steging
Discovering the rationale of decisions: towards a method for aligning learning and reasoning. 235-239 - Adriana Jacoto Unger, José Francisco dos Santos Neto, Marcelo Fantinato
Process mining-enabled jurimetrics: analysis of a Brazilian court's judicial performance in the business law processing. 240-244 - Andrew Vold, Jack G. Conrad:
Using transformers to improve answer retrieval for legal questions. 245-249 - Huihui Xu, Jaromír Savelka, Kevin D. Ashley:
Toward summarizing case decisions via extracting argument issues, reasons, and conclusions. 250-254 - Nicolas Garneau, Eve Gaumond, Luc Lamontagne
CriminelBART: a French Canadian legal language model specialized in criminal law. 256-257 - Sieh-Chuen Huang, Hsuan-Lei Shao
Applying decision tree analysis to family court decisions: factors determining child custody in Taiwan. 258-259 - Jonathan R. Mok, Wai Yin Mok, Rachel V. Mok:
Sentence classification for contract law cases: a natural language processing approach. 260-261 - Jason Morris:
Constraint answer set programming as a tool to improve legislative drafting: a rules as code experiment. 262-263 - Felipe Maia Polo, Itamar Ciochetti, Emerson Bertolo:
Predicting legal proceedings status: approaches based on sequential text data. 264-265 - Antonino Rotolo, Luciano H. Tamargo, Diego C. Martínez:
Pathways to legal dynamics in robotics. 266-267 - Olivier Salaün, Philippe Langlais, Karim Benyekhlef
Labels distribution matters in performance achieved in legal judgment prediction tasks. 268-269 - Frederike Zufall, Rampei Kimura, Linyu Peng
A simple mathematical model for the legal concept of balancing of interests. 270-271 - Ken Satoh, Kazuko Takahashi, Tatsuki Kawasaki:
Interactive system for arranging issues based on PROLEG in civil litigation. 273-274 - Ernest Thiessen
Live demonstration of a working collaborative enegotiation system (smartsettle infinity). 275-276 - Masaharu Yoshioka, Yasuhiro Aoki, Youta Suzuki:
BERT-based ensemble methods with data augmentation for legal textual entailment in COLIEE statute law task. 278-284 - Sabine Wehnert, Viju Sudhi, Shipra Dureja, Libin Kutty, Saijal Shahania, Ernesto William De Luca:
Legal norm retrieval with variations of the bert model combined with TF-IDF vectorization. 285-294 - Guilherme Moraes Rosa, Ruan Chaves Rodrigues, Roberto de Alencar Lotufo
To tune or not to tune?: zero-shot models for legal case entailment. 295-300
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