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19th ICAIL 2023: Braga, Portugal

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Matthias Grabmair, Francisco Andrade, Paulo Novais:
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, ICAIL 2023, Braga, Portugal, June 19-23, 2023. ACM 2023

Full Papers

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  - conf/icail/AraszkiewiczFZ23
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Michal Araszkiewicz, Enrico Francesconi, Tomasz Zurek:
Identification of Legislative Errors. 2-11
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Katie Atkinson, Trevor J. M. Bench-Capon:
ANGELIC II: An Improved Methodology for Representing Legal Domain Knowledge. 12-21
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  - conf/icail/Blair-StanekHD23
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Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme:
Can GPT-3 Perform Statutory Reasoning? 22-31
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Joseph A. Blass, Kenneth D. Forbus:
Analogical Reasoning, Generalization, and Rule Learning for Common Law Reasoning. 32-41
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Tobias Brugger, Matthias Stürmer, Joel Niklaus:
MultiLegalSBD: A Multilingual Legal Sentence Boundary Detection Dataset. 42-51
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  - conf/icail/CanavottoH23
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Ilaria Canavotto, John F. Horty:
Reasoning with hierarchies of open-textured predicates. 52-61
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  - conf/icail/ChandlerML23
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Seth J. Chandler, Emily A. Muenster, Daniel Lichtblau:
Who really wrote Martin v. Hunter's Lessee?: Applying a machine learning ensemble to uncover a Chief Justice's unethical behavior. 62-70
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Andong Chen, Feng Yao, Xinyan Zhao, Yating Zhang, Changlong Sun, Yun Liu, Weixing Shen:
EQUALS: A Real-world Dataset for Legal Question Answering via Reading Chinese Laws. 71-80
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Peter Fratric, Mostafa Mohajeri Parizi, Giovanni Sileno, Tom M. van Engers, Sander Klous:
Do agents dream of abiding by the rules?: Learning norms via behavioral exploration and sparse human supervision. 81-90
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  - conf/icail/GovernatoriR23
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Guido Governatori, Antonino Rotolo:
Deontic Ambiguities in Legal Reasoning. 91-100
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Morgan A. Gray, Jaromír Savelka, Wesley M. Oliver, Kevin D. Ashley:
Automatic Identification and Empirical Analysis of Legally Relevant Factors. 101-110
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Eliya Habba, Renana Keydar, Dan Bareket, Gabriel Stanovsky:
The Perfect Victim: Computational Analysis of Judicial Attitudes towards Victims of Sexual Violence. 111-120
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Joris Hulstijn:
Computational Accountability. 121-130
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  - conf/icail/LewisGN23
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David D. Lewis, Lenora Gray, Mark Noel:
Confidence Sequences for Evaluating One-Phase Technology-Assisted Review. 131-140
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Zehua Li, Neel Guha, Julian Nyarko:
Don't Use a Cannon to Kill a Fly: An Efficient Cascading Pipeline for Long Documents. 141-147
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  - conf/icail/LicariBMCC23
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Daniele Licari, Praveen Bushipaka, Gabriele Marino, Giovanni Comandè, Tommaso Cucinotta:
Legal Holding Extraction from Italian Case Documents using Italian-LEGAL-BERT Text Summarization. 148-156
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Ruta Liepina, Adam Z. Wyner, Giovanni Sartor, Francesca Lagioia:
Argumentation Schemes for Legal Presumption of Causality. 157-166
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Jack Mumford, Katie Atkinson, Trevor J. M. Bench-Capon:
Combining a Legal Knowledge Model with Machine Learning for Reasoning with Legal Cases. 167-176
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  - conf/icail/OdekerkenBP23
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Daphne Odekerken, Floris Bex, Henry Prakken:
Justification, stability and relevance for case-based reasoning with incomplete focus cases. 177-186
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Shounak Paul, Arpan Mandal, Pawan Goyal, Saptarshi Ghosh:
Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law. 187-196
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Sachin Pawar, Basit Ali, Girish K. Palshikar, Ramandeep Singh, Dhirendra Singh:
Extraction and Classification of Statute Facets using Few-shot Learning. 197-206
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Joeri G. T. Peters, Floris J. Bex, Henry Prakken:
Model- and data-agnostic justifications with A Fortiori Case-Based Argumentation. 207-216
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Sebastiano Antonio Piccolo, Panagiota Katsikouli, Thomas Gammeltoft-Hansen, Tijs Slaats:
On predicting and explaining asylum adjudication. 217-226
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Henry Prakken, Giovanni Sartor:
A Formal Framework for Combining Legal Reasoning Methods. 227-236
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Júlia Riera, David Solans, Marzieh Karimi-Haghighi, Carlos Castillo, Caterina Calsamiglia:
Gender Disparities in Child Custody Sentencing in Spain: a Data Driven Analysis. 237-246
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Piera Santin, Giulia Grundler, Andrea Galassi, Federico Galli, Francesca Lagioia, Elena Palmieri, Federico Ruggeri, Giovanni Sartor, Paolo Torroni:
Argumentation Structure Prediction in CJEU Decisions on Fiscal State Aid. 247-256
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Miriam Schirmer, Isaac Misael Olguín Nolasco, Edoardo Mosca, Shanshan Xu, Jürgen Pfeffer:
Uncovering Trauma in Genocide Tribunals: An NLP Approach Using the Genocide Transcript Corpus. 257-266
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Sergio Servantez, Nedim Lipka, Alexa F. Siu, Milan Aggarwal, Balaji Krishnamurthy, Aparna Garimella, Kristian J. Hammond, Rajiv Jain:
Computable Contracts by Extracting Obligation Logic Graphs. 267-276
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Emiel Steegh, Giovanni Sileno:
No Labels?: No Problem! Experiments with active learning strategies for multi-class classification in imbalanced low-resource settings. 277-286
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Quinten Steenhuis, Bryce Willey, David Colarusso:
Beyond Readability with RateMyPDF: A Combined Rule-based and Machine Learning Approach to Improving Court Forms. 287-296
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  - conf/icail/Terzidou23
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Kalliopi Terzidou:
Automated Anonymization of Court Decisions: Facilitating the Publication of Court Decisions through Algorithmic Systems. 297-305
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Mehmet Bilal Ünver:
Rebuilding 'ethics' to govern AI: How to re-set the boundaries for the legal sector? 306-315
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Romy A. N. van Drie, Maaike H. T. de Boer, Roos M. Bakker, Ioannis Tolios, Daan Vos:
The Dutch Law as a Semantic Role Labeling Dataset. 316-322
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Ludi van Leeuwen, Bart Verheij, Rineke Verbrugge, Silja Renooij:
Using Agent-Based Simulations to Evaluate Bayesian Networks for Criminal Scenarios. 323-332
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Wijnand van Woerkom, Davide Grossi, Henry Prakken, Bart Verheij:
Hierarchical Precedential Constraint. 333-342
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  - conf/icail/VandammeCD23
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Thomas Vandamme, Julien Cabay, Olivier Debeir:
A Quantitative Evaluation of Trademark Search Engines' Performances through Large-Scale Statistical Analysis. 343-350
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  - conf/icail/WestermannB23
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Hannes Westermann, Karim Benyekhlef:
JusticeBot: A Methodology for Building Augmented Intelligence Tools for Laypeople to Increase Access to Justice. 351-360
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  - conf/icail/XuJ23
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Tianwen Xu, Fengkui Ju:
Multi-agent logic for reasoning about duties and powers in private law. 361-370
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Gechuan Zhang, Paul Nulty, David Lillis:
Argument Mining with Graph Representation Learning. 371-380

Short Papers

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  - conf/icail/BehnkeW23
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Gregor Behnke, Niklas Wais:
On the Semantic Difference of Judicial and Standard Language. 382-386
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Trevor J. M. Bench-Capon:
Whatever Happened to Hypotheticals? 387-391
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  - conf/icail/DarjiMG23
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Harshil Darji, Jelena Mitrovic, Michael Granitzer:
A Dataset of German Legal Reference Annotations. 392-396
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  - conf/icail/FuchsJJCS23
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Max Fuchs, Amit Jadhav, Advaith Jaishankar, Caroline Cauffman, Gerasimos Spanakis:
"What's wrong with this product?": Detection of product safety issues based on information consumers share online. 397-401
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  - conf/icail/HaimK23
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Amit Haim, Aniket Kesari:
Image Analysis Approach to Trademark Congestion and Depletion. 402-406
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Amit Haim:
Binding Language in Administrative Guidance Documents. 407-411
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Lars Hillebrand, Maren Pielka, David Leonhard, Tobias Deußer, Tim Dilmaghani Khameneh, Bernd Kliem, Rüdiger Loitz, Milad Morad, Christian Temath, Thiago Bell, Robin Stenzel, Rafet Sifa:
sustain.AI: a Recommender System to analyze Sustainability Reports. 412-416
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Cong Jiang, Xiaolei Yang:
Legal Syllogism Prompting: Teaching Large Language Models for Legal Judgment Prediction. 417-421
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Shao-Man Lee, Yu-Hsiang Tan, Han-Ting Yu:
LeArNER: Few-shot Legal Argument Named Entity Recognition. 422-426
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  - conf/icail/MaWN23
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Megan Ma, Brandon Waldon, Julian Nyarko:
Conceptual Questions in Developing Expert-Annotated Data. 427-431
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Paulus N. Meessen:
On Normative Arrows and Comparing Tax Automation Systems. 432-436
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  - conf/icail/NguyenD23
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Huyen Nguyen, Junhua Ding:
Keyword-based Augmentation Method to Enhance Abstractive Summarization for Legal Documents. 437-441
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  - conf/icail/NielsenSNS23
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Aileen Nielsen, Stavroula Skylaki, Milda Norkute, Alexander Stremitzer:
Effects of XAI on Legal Process. 442-446
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  - conf/icail/Savelka23
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Jaromír Savelka:
Unlocking Practical Applications in Legal Domain: Evaluation of GPT for Zero-Shot Semantic Annotation of Legal Texts. 447-451
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  - conf/icail/SisodiyaURDSR23
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Bhoomeendra Singh Sisodiya, Narendra Babu Unnam, P. Krishna Reddy, Apala Das, K. V. K. Santhy, V. Balakista Reddy:
Analysing the Resourcefulness of the Paragraph for Precedence Retrieval. 452-456
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  - conf/icail/SteffesRBR23
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Bianca Steffes, Piotr Ryszard Rataj, Luise Burger, Lukas Roth:
On evaluating legal summaries with ROUGE. 457-461
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  - conf/icail/ZinNSSN23
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May Myo Zin, Ha-Thanh Nguyen, Ken Satoh, Saku Sugawara, Fumihito Nishino:
Improving Translation of Case Descriptions into Logical Fact Formulas using LegalCaseNER. 462-466

DEMONSTRATION SESSION: Demonstrations

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Frank Giaoui, Luv Aggarwal, Diego Lobo, Joan Gondolo, Philippe Lachkeur, Satvik Jain:
Applying NLLP and ML to Predict Damages as a Remedy for Contract Breach. 468-469

Competition Report Papers

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  - conf/icail/GoebelKK0SY23
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Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Juliano Rabelo, Ken Satoh, Masaharu Yoshioka:
Summary of the Competition on Legal Information, Extraction/Entailment (COLIEE) 2023. 472-480

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