| 2025 | From Court Decisions to Guiding Principles: Advancing Complex Legal Summarization with LLMs. | May Myo Zin, Ken Satoh, Georg Borges |
| 2025 | Multilingual Legislative Definitions Retrieval and Generation Using LLM and Agentic AI. | Leonardo Zilli, Michele Corazza, Monica Palmirani, Salvatore Sapienza |
| 2025 | Do LLMs Truly "Understand" when a Precedent Is Overruled? | Li Zhang, Jaromr Savelka, Kevin D. Ashley |
| 2025 | A Multi-Agent AI Framework for Legal Aid: Real-World Interactive Dialogue in Case Consultations. | Ying-Chu Yu, Sieh-Chuen Huang, Hsuan-Lei Shao |
| 2025 | Label-Aware Contextual Retrieval for Few-Shot Legal Argument Mining. | Huihui Xu, Kevin D. Ashley |
| 2025 | Label Indeterminacy in AI & Law. | Cor Steging, Tadeusz Zbiegien |
| 2025 | That's So FETCH: Fashioning Ensemble Techniques for LLM Classification in Civil Legal Intake and Referral. | Quinten Steenhuis |
| 2025 | An Expert-Validated LLM Framework for Transforming Legal Procurement Texts into Actionable Data. | Ivan Spada, Roberto Nai, Davide Audrito, Vittoria Margherita Sofia Trifiletti, Emilio Sulis |
| 2025 | Anomaly Detection in Legal Text - A Case Study on Cybersecurity Contracts. | Pavol Sokol, Laura Bachnkov Rzenfeldov, Dvid Varga, Simona Rudohradsk, Regina Huckov |
| 2025 | Enhancing Automated Decision-Making in Administrative Law Through Digital Twins of Legislation. A Grounded Theory Approach. | Florian Schnitzhofer, Christoph G. Schuetz |
| 2025 | Validity Diagrams. | Diogo Sasdelli, Bianca Steffes |
| 2025 | Plans and Diversions EA. | Galileo Sartor, Guido Governatori, Giuseppe Pisano, Antonino Rotolo, Adam Wyner |
| 2025 | Machine Learning to Promote Self-Composition in Conflict Resolution: The Brazilian Concil-IA Project. | Isabela Cristina Sabo, Thiago Raulino Dal Pont, Aires Jos Rover, Jomi Hbner |
| 2025 | Defending the Hierarchical Result Models of Precedential Constraint. | Henry Prakken, Wijnand van Woerkom |
| 2025 | Packaging Thematic Analysis as an AI Workflow for Legal Research. | Vojtech Pour |
| 2025 | Towards Interpretable Hierarchical Graph Neural Networks in Criminal Law. | Thiago Raulino Dal Pont, Isabela Cristina Sabo, Maite Vieira, Jomi Hbner, Aires Jos Rover |
| 2025 | PersonaMatrix: A Recipe for Persona-Aware Evaluation of Legal Summarization. | Tsz Fung Pang, Maryam Berijanian, Thomas Orth, Breanna Shi, Charlotte S. Alexander |
| 2025 | EmoLawConnect: An AI-Powered Matching Engine for Professionals Supporting Family Conflict Resolution. | Kohei Oshio |
| 2025 | Comparison of Embedding Methods for Retrieval Under Noisy Institutional Labels. | Tereza Novotn, Jakub Harasta |
| 2025 | PONK: Tool for Client-Oriented Legal Writing in Czech. | Tereza Novotn, Jn Cern, Ivan Kraus, Ivana Kvapilkov, Jir Mrovsk, Arnold Stanovsk, Barbora Hladk |
| 2025 | A Hohfeldian Knowledge Base for LLM-Assisted Legal Information Retrieval in Marine Biodiversity Law. | Rohan Nanda, Henrique Marcos, Hannes Westermann, Julia Schutz Veiga |
| 2025 | Context-Aware Citation Networks: A Human-AI Dataset, Analysis, and Tool. | Jack Mumford, Francesco Florimonte, Katie Atkinson, Kanstantsin Dzehtsiarou |
| 2025 | The Result Model Under Inconsistent Knowledge: Theory and Experiments. | Yoann Morello, Agata Ciabattoni, Morgan Gray |
| 2025 | Principles of Law: LLMs vs RegEx. | Marianna Molinari, Ilaria Angela Amantea, Marinella Quaranta, Guido Governatori |
| 2025 | Automated Identification of Criminal Offences from Case Descriptions Using Ontologies, Rules and LLMs. | Jelena Matkovic, Marko Markovic, Stevan Gostojic |