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| 2025 | How Anonymous Is Anonymous? A Techno-Legal Exploration. | Stephanie von Maltzan, Daniel Vogel, Marc Ohm, Florian Idelberger |
| 2025 | LeAK-GraphRAG: A Legal Academic Knowledge GraphRAG Framework with Hybrid Retrieval for Mitigating Hallucinations. | Jia Liu, Jianhao Tang |
| 2025 | A GraphRAG Approach to Enhancing the Ability of Causal Reasoning in Autonomous Driving Cases. | Jia Liu, Xingtong Chen |
| 2025 | Argumentative LLMs for Legal Information Entailment. | Charlie Lindsay, Francesca Toni, Tien Dat Nguyen, Tan Minh Nguyen, Trang Pham Ngoc Anh, Quang-Huy Chu, Hoang Nhat Nguyen, Le Minh Nguyen |
| 2025 | Which Neurons Nudge Normative Stance? Causal Tests and Mechanistic Evidence via Contrastive Last-Token Steering. | Davide Liga, Liuwen Yu |
| 2025 | Reinforcement Learning with Argument-Structured Reward for Court Decision Abstractive Summarization. | Yuntao Kong, Ye Xiong, Shuyuan Zheng, Ken Satoh |
| 2025 | Extracting Unwritten Sentencing Rules from Czech Higher Courts' Verdicts. | Toms Knap |
| 2025 | Foundations for Territorial Disambiguation in Law: A Preliminary Study Using the Education Act 2005. | Safia Kanwal, Livio Robaldo, Hafsa Dar, Davide Liga, Joseph K. Anim |
| 2025 | Learning from the Judicial Journey: A Predictive Model for Case Disputability. | Ho-Chien Huang, Chao-Lin Liu |
| 2025 | A Self-Supervised Method for Legal Reference Resolution. | Simon Horvt, Dvid Varga, Peter Gursk, Nicol Fedurcov, Samuel Baran, Zoltn Szoplk |
| 2025 | Can LLMs Create Legally Relevant Summaries and Analyses of Videos? | Lyra Hoeben-Kuil, Gijs van Dijck, Jaromr Savelka, Johanna Gunawan, Konrad Kollnig, Marta Kolacz, Mindy Duffourc, Shashank Chakravarthy, Hannes Westermann |
| 2025 | A Two-Dimensional Evaluation Framework for Factual and Reasoning Assessment of LLMs in Legal Question Answering. | Sinan Gultekin, Matteo Rossi Reich, Francesca Galloni, Francesca Lagioia, Elena Consiglio, Giovanni Sartor, Sara Bagnato |
| 2025 | Automated Extraction of Judicial Interpretative Formulas in EU Case Law on VAT. | Giulia Grundler, Piera Santin, Alessia Fidelangeli, Rachele Mignone, Federico Galli, Andrea Galassi, Giuseppe Contissa, Luigi Di Caro, Paolo Torroni |
| 2025 | Uncovering AI Governance Themes in EU Policies Using BERTopic and Thematic Analysis. | Delaram Golpayegani, Marta Lasek-Markey, Arjumand Younus, Aphra Kerr, Dave Lewis |
| 2025 | Does ChatGPT Understand the Law? A Case Study on Road Homicide in Italy. | Grazia Garzo, Alessandro Palumbo |
| 2025 | An Argumentative Explanation Framework for Generalized Reason Model with Inconsistent Precedents. | Wachara Fungwacharakorn, Gauvain Bourgne, Ken Satoh |
| 2025 | Normative Risk Assessment in the AI Act. | Beatrice Ferrigno, Marco Billi, Yasaman Yousefi, Antonino Rotolo |
| 2025 | A Tool for Handling Unexpected Exceptions in Legal Reasoning. | Thomas Ecobichon, Mathieu Carpentier, Sylvie Doutre, Jean-Guy Mailly |
| 2025 | Contrary-to-Duty Rights: From Hohfeld to Agreement Revision. | Huimin Dong, Leendert van der Torre, Liuwen Yu |
| 2025 | Explaining Discretionary Judicial Decisions Using Answer Set Programming. | Josephine Dik |
| 2025 | From Data to Equity: Predicting and Auditing Fairness in Indian Bail Decisions. | Sneha Deshmukh, Prathmesh Kamble |
| 2025 | Segmentation and Processing of German Court Decisions from Open Legal Data. | Harshil Darji, Martin Heckelmann, Christina Kratsch, Gerard de Melo |
| 2025 | Automated Creation of a Legal Knowledge Graph Addressing Cases of Violence Against Women. Resource Methodology and Lessons Learned. | Claudia d'Amato, Giuseppe Rubini, Francesco Didio, Donato Francioso, Fatima Zahra Amara, Nicola Fanizzi |
| 2025 | Unconstitutionality Prevention in Bills Using Hybrid AI. | Michele Corazza, Pier Francesco Bresciani, Generoso Longo, Faria Ferooz, Salvatore Sapienza, Monica Palmirani |