| 2025 | "Lost in EU Regulation? Don't Worry, AI Found the Obligation": Extracting and Representing Legal Obligations in the GDPR the DSA and the AI Act. Thiago Raulino Dal Pont, Federico Galli, Galileo Sartor, Giuseppe Contissa |
| 2025 | A Causal Model Checker for Legal Cases. Ruta Liepina, Tiago de Lima, Emiliano Lorini, Giuseppe Pisano, Giovanni Sartor |
| 2025 | A Demonstration of a Semi-Structured Legal Reasoning Framework. Hannes Westermann |
| 2025 | AF-XRAY: Visual Explanation and Resolution of Ambiguity in Legal Argumentation Frameworks. Yilin Xia, Heng Zheng, Shawn Bowers, Bertram Ludäscher |
| 2025 | AI for Statutory Simplification: A Comprehensive State Legal Corpus and Labor Benchmark. Emaan Hariri, Daniel E. Ho |
| 2025 | AI-based Consumers' Creditworthiness Fate Needs EU 'Lawgorithmics' to Innovate. Diogo J. Morgado Rebelo, Francisco Pacheco de Andrade, Paulo Novais |
| 2025 | ALEXChat: a Generative - Symbolic Approach to Legal eXplainability. Marco Billi, Alessandro Parenti, Giuseppe Pisano, Marco Sanchi |
| 2025 | Addressing the Right to Explanation and the Right to Challenge through Hybrid-AI: Symbolic Constraints over Large Language Models via Prompt Engineering. Liuwen Yu, Davide Liga, Réka Markovich |
| 2025 | An Overview of the COLIEE 2025 Competition: Legal Case Law and Statute Law Information Retrieval and Entailment. Randy Goebel, Yoshinobu Kano, Mi-Young Kim, Calum Kwan, Ken Satoh, Hiroaki Yamada, Masaharu Yoshioka |
| 2025 | Applying a Fidelity Approach to Choices in Encoding Legislation. Nicholas Godfrey |
| 2025 | Are manual annotations necessary for statutory interpretations retrieval? Tomer Libal, Aleksander Smywinski-Pohl, Adam Kaczmarczyk, Magdalena Król |
| 2025 | Assessing the performance gap between lexical and semantic models for information retrieval with formulaic legal language. Larissa Mori, Carlos Sousa de Oliveira, Yuehwern Yih, Mario Ventresca |
| 2025 | Automated Mapping of Legal Criteria to the Texts of Adjudicatory Decisions Using LLMs. Hannes Westermann, Vern R. Walker, Jaromír Savelka |
| 2025 | Automatic Legal Writing Evaluation of LLMs. Ramon Pires, Roseval Malaquias Junior, Rodrigo Nogueira |
| 2025 | Automating Legal Reasoning with Generative AI: A Framework for Judicial Decision Support. Francisco das Chagas Jucá Bomfim, João A. Monteiro Neto, Alicia S. Neves, Vasco Furtado, Sara Pessoa Silva, Vládia Pinheiro |
| 2025 | Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization. Ryan Calvin Barron, Maksim Ekin Eren, Olga M. Serafimova, Cynthia Matuszek, Boian S. Alexandrov |
| 2025 | Cross-Border Legal Adaptation of Autonomous Vehicle Design based on Logic and Non-monotonic Reasoning. Zhe Yu, Yiwei Lu, Burkhard Schafer, Zhe Lin |
| 2025 | Curb Your Enthusiasm: Towards a RAG Framework to Forecast Case Importance in the ECHR. David Bareham, Katie Atkinson, Jack Mumford, Jeremy Marshall |
| 2025 | DRAssist: Dispute Resolution Assistance using Large Language Models. Sachin Sharad Pawar, Manoj Apte, Girish Keshav Palshikar, Basit Ali, Nitin Ramrakhiyani |
| 2025 | Data Augmented Pipeline for Legal Information Extraction and Reasoning. Phuong Minh Nguyen, Thanh Ha Nguyen, May Myo Zin, Ken Satoh |
| 2025 | DeCoRA: Definition and Context Reasoning in Argumentation. Ngoc-Duy Mai, Xuan-Bach Le, Thi-Hai-Yen Vuong, Ha-Thanh Nguyen, Kostas Stathis, Ken Satoh |
| 2025 | Decoding SEC Actions: Enforcement Trends through Analyzing Blockchain Litigation using LLM-based Thematic Factor Mapping. Junliang Luo, Xihan Xiong, William Knottenbelt, Xue Liu |
| 2025 | Deep Interaction Timing: FOL-based Complexity Differentiation for Legal Queries. Tong Zhang, Yiquan Wu, Rujing Yao, Qianyu Zhang, Changlong Sun, Chenghao Wang, Xiaozhong Liu |
| 2025 | EVENS: Equality versus Equity Notion Spectrum of LLMs. Qingjing Chen, Rongxin Cheng, Yan Liu, Ziheng Xie, Kangxin Zhao, Peiming Li, Antonino Rotolo, Yun Liu, Weixing Shen |
| 2025 | Evaluating Methods for Scenario Reasoning using Bayesian Networks in Exhaustive and Non-Exhaustive Settings. Ludi Simone van Leeuwen, Bart Verheij, Rineke Verbrugge, Silja Renooij |
| 2025 | Exploring Metric Correlations for Legal Text Summarization Evaluation. Martim Zanatti, Ricardo Ribeiro, H. Sofia Pinto |
| 2025 | Faithfulness and Content Selection in Long-Input Multi-Document Summarisation of U.S. Civil Rights Litigation. Isabel Sebire, Claire Barale, Mirella Lapata |
| 2025 | Feasibility of Artificial Intelligence Driven Analysis in the Context of Nepalese Legal System. Abhiyan Dhakal, Sugat Sujakhu, Pranish Kafle, Kausik Paudel, Prakash Poudyal |
| 2025 | Finding the Goldilocks Zone: Retrieving Citation Context. Jack Mumford, David Bareham, Katie Atkinson, Jeremy Marshall |
| 2025 | Formal Results on Case-Base Consistency: A COMPAS Case Study. Wijnand van Woerkom |
| 2025 | From Legal Text to Tech Specs: Generative AI's Interpretation of Consent in Privacy Law. Aniket Kesari, Travis D. Breaux, Sarah Santos, Tom Norton, Anmol Singhal |
| 2025 | Generating Legal Arguments with Automatically Identified Factor Magnitudes. Morgan A. Gray, Jaromír Savelka, Wesley M. Oliver, Kevin D. Ashley |
| 2025 | Graph-Based Categorization of Court Decisions by Legal Domain. Simon Horvát, Dávid Varga, Zoltán Szoplák, Peter Gurský, Stanislav Krajci |
| 2025 | Have your DAI in Court. The Role of Suggestive Algorithms in Judicial Decision-Making. Paolo Comoglio |
| 2025 | Human-Machine Legal Preference Benchmarking: An Experimental Pilot Evaluating the Comparative Performance of LLM Models, Enterprise Tools, and Humans on Legal Tasks. Megan Ma, Riya Ranjan |
| 2025 | Identifying Legal Holdings with LLMs: A Systematic Study of Performance, Scale, and Memorization. Chuck Arvin |
| 2025 | Improved Understanding of Legal Text with Graph Attention Networks. Andrew Shin, Kunitake Kaneko |
| 2025 | Intents in Actions. Joseph Y. Halpern, Meir Friedenberg |
| 2025 | Is It Worth Using LLMs for Unfair Clause Detection in Terms of Service? Marco Panarelli, Andrea Galassi, Francesca Lagioia, Ruta Liepina, Marco Lippi, Przemyslaw Palka, Giovanni Sartor |
| 2025 | Is Selective Masking A Key to Improving Domain Adaptation for Masked Language Model? Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Laura Monceaux, Richard Dufour |
| 2025 | Judicial Discretion as Normative Reasoning: Deontic Characterization of Judicial Decision Making with Answer Set Programming. Josephine Dik, Réka Markovich |
| 2025 | Judicial Permission. Guido Governatori, Antonino Rotolo |
| 2025 | Justifying Black-Box Predictions with Domain Knowledge. Joeri Peters, Floris Bex, Henry Prakken |
| 2025 | LLMs Provide Unstable Answers to Legal Questions. Andrew Blair-Stanek, Benjamin Van Durme |
| 2025 | LLMs for Legal Subsumption in German Employment Contracts. Oliver Wardas, Florian Matthes |
| 2025 | Learning from Computer Vision: The Effects of Loss Functions on Legal Text Classification with Class Imbalance. Niklas Wais, Matthias Grabmair |
| 2025 | Legal Explanation in Defeasible Deontic Logic via LegalRuleML. Guido Governatori, Monica Palmirani |
| 2025 | Leveraging Artificial Intelligence as a Decision Support System in Belgian Commercial Courts. Stijn Van Ruymbeke, Aruna Audenaert, Henri Arno, Tibe Habils, Joke Baeck, Klaas Mulier, Thomas Demeester |
| 2025 | Logical Modalities within the European AI Act: An Analysis. Lara Lawniczak, Christoph Benzmüller |
| 2025 | MAIA: AI System for Repetitive Demand Resolution in Brazil. Eduardo Caruso Barbosa Pacheco, Glauber Machado Pinto |
| 2025 | Modelling Cause-in-Fact in Legal Cases through Defeasible Argumentation. Giuseppe Pisano, Henry Prakken, Giovanni Sartor, Ruta Liepina |
| 2025 | Multi - agent Cooperative Mechanisms for Legal Adjudication: The Crucial Role of Automatic Prompt Optimization. Jiayu Ma, Shengran Wang, Yun Liu |
| 2025 | Non-Herculean Data: A Philosophical Intervention in a Technical Debate about Judicial Opinions as Data Sources. Courtney M. Cox |
| 2025 | OSIRIS: A Domain-Guided Framework for Tax Foreclosure Automation Using Large Language Models. Fabricio Ataides Braz, Nilton Correia da Silva, Luciana Nishi, Eduardo Siqueira, Débora Bonat, Cristina Bertoncini, Izabela Melo |
| 2025 | On Compatibility between Situation Outcome Cases and Logical Cases. Wachara Fungwacharakorn, Guilherme Paulino-Passos, Bart Verheij, Ken Satoh |
| 2025 | Optimizing Prompts for Legal Document Classification. Raquel Silveira, João Víctor López Matias, Caio Ponte, Isadora Donza Corrêa, André Câmara, Vasco Furtado |
| 2025 | Ordinance Template Composition System: Supporting legislative drafting in the eLen database system. Tokuyasu Kakuta, Kyoko Yoshimura, Tamaki Owa, Ukyo Sasaki, Daichi Saito |
| 2025 | Parameterized Argumentation-based Reasoning Tasks for Benchmarking Generative Language Models. Cor Steging, Silja Renooij, Bart Verheij |
| 2025 | Probabilistic Analysis of Copyright Disputes and Generative AI Safety. Hiroaki Chiba-Okabe |
| 2025 | Proceedings of the Twentieth International Conference on Artificial Intelligence and Law, ICAIL 2025, Chicago, IL, USA, June 16-20, 2025 Juliano Maranhão |
| 2025 | Reporting Requests Modelling in European Legislation with a Hybrid AI Approach. Michele Corazza, Monica Palmirani, Salvatore Sapienza, Generoso Longo |
| 2025 | Rule-based Classifier Models. Cecilia Di Florio, Huimin Dong, Antonino Rotolo |
| 2025 | Rule-based Deontic Case-based Reasoning. Antonino Rotolo, Cecilia Di Florio, Guido Governatori |
| 2025 | Scaling International Legal Workflows with Ordinis: A Neuro-Symbolic Framework for GenAI in High-Stakes Domains. Philip Ndikum, Serge Ndikum |
| 2025 | Summarisation of German Judgments in conjunction with a Class-based Evaluation. Bianca Steffes, Nils Torben Wiedemann, Alexander Gratz, Pamela Hochreither, Jana Elina Meyer, Katharina Luise Schilke |
| 2025 | Tipping the Scales: Balancing Principles. Michal Araszkiewicz, Tomasz Zurek, Adam Z. Wyner, Tom M. van Engers |
| 2025 | Towards Machine-Readable Traffic Laws: Formalizing Traffic Rules into PROLOG Using LLMs. May Myo Zin, Georg Borges, Ken Satoh, Wachara Fungwacharakorn |
| 2025 | Universal Legal Article Prediction via Tight Collaboration between Supervised Classification Model and LLM. Xiao Chi, Wenlin Zhong, Yiquan Wu, Wei Wang, Kun Kuang, Fei Wu, Minghui Xiong |
| 2025 | Using Interpretability to Uncover Legal Petition Structures and Optimize Text Classification. Vitor Almeida, Rilder S. Pires, João A. Monteiro Neto, Vasco Furtado |
| 2025 | ViNo - A Tool for the Visualisation of Norms. Bianca Steffes, Diogo Sasdelli |
| 2025 | What Is the Law? A System for Statutory Research (STARA) with Large Language Models. Faiz Surani, Lindsey A. Gailmard, Allison Casasola, Varun Magesh, Emily J. Robitschek, Daniel E. Ho |
| 2025 | Which Demographic Features Are Relevant for Individual Fairness Evaluation of U.S. Recidivism Risk Assessment Tools? Tin Trung Nguyen, Jiannan Xu, Phuong-Anh Nguyen-Le, Jonathan Lazar, Donald Braman, Hal Daumé III, Zubin Jelveh |
| 2025 | You Take the High Road, and I'll Take the Low Road: Large Language Models Logical English and the Highway Code. Thiago Raulino Dal Pont, Galileo Sartor, Adam Z. Wyner, Giovanni Sartor |
| 2025 | explainy: A Toolkit for Legal-XAI. Aniket Kesari, Stefan Bechtold, Elliott Ash, Mauro Luzzatto |