| 2025 | Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation. | Max Prior, Niklas Wais, Matthias Grabmair |
| 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 | "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 | Modelling Cause-in-Fact in Legal Cases through Defeasible Argumentation. | Giuseppe Pisano, Henry Prakken, Giovanni Sartor, Ruta Liepina |
| 2025 | Automatic Legal Writing Evaluation of LLMs. | Ramon Pires, Roseval Malaquias Junior, Rodrigo Nogueira |
| 2025 | Justifying Black-Box Predictions with Domain Knowledge. | Joeri Peters, Floris Bex, Henry Prakken |
| 2025 | DRAssist: Dispute Resolution Assistance using Large Language Models. | Sachin Sharad Pawar, Manoj Apte, Girish Keshav Palshikar, Basit Ali, Nitin Ramrakhiyani |
| 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 | Rabula: A Benchmark for Evaluating LLMs in Brazilian Legal Tasks. | Eduardo Caruso Barbosa Pacheco, Fernanda Mattar Suriani, Ricardo Ribeiro |
| 2025 | MAIA: AI System for Repetitive Demand Resolution in Brazil. | Eduardo Caruso Barbosa Pacheco, Glauber Machado Pinto |
| 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 Daum III, Zubin Jelveh |
| 2025 | Scaling International Legal Workflows with Ordinis: A Neuro-Symbolic Framework for GenAI in High-Stakes Domains. | Philip Ndikum, Serge Ndikum |
| 2025 | Finding the Goldilocks Zone: Retrieving Citation Context. | Jack Mumford, David Bareham, Katie Atkinson, Jeremy Marshall |
| 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 | Multi - agent Cooperative Mechanisms for Legal Adjudication: The Crucial Role of Automatic Prompt Optimization. | Jiayu Ma, Shengran Wang, Yun Liu |
| 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 | 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 | A Causal Model Checker for Legal Cases. | Ruta Liepina, Tiago de Lima, Emiliano Lorini, Giuseppe Pisano, Giovanni Sartor |
| 2025 | Legal Argument Mining: Recent Trends and Open Challenges. | Ruta Liepina, Francesca Galloni, Francesca Lagioia, Marco Lippi, Mariaceleste Musicco, Burcu Sayin, Andrea Passerini, Giovanni Sartor |
| 2025 | Are manual annotations necessary for statutory interpretations retrieval? | Tomer Libal, Aleksander Smywinski-Pohl, Adam Kaczmarczyk, Magdalena Krl |
| 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 | Logical Modalities within the European AI Act: An Analysis. | Lara Lawniczak, Christoph Benzmller |
| 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 | explainy: A Toolkit for Legal-XAI. | Aniket Kesari, Stefan Bechtold, Elliott Ash, Mauro Luzzatto |