| 2025 | Towards Machine-Readable Traffic Laws: Formalizing Traffic Rules into PROLOG Using LLMs. | May Myo Zin, Georg Borges, Ken Satoh, Wachara Fungwacharakorn |
| 2025 | Measuring Faithfulness and Abstention: An Automated Pipeline for Evaluating LLM-Generated 3-ply Case-Based Legal Arguments. | Li Zhang, Morgan A. Gray, Jaromr Savelka, Kevin D. Ashley |
| 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 | Exploring Metric Correlations for Legal Text Summarization Evaluation. | Martim Zanatti, Ricardo Ribeiro, H. Sofia Pinto |
| 2025 | Semantic Evaluation of Legal Essay Reasoning with Transfer-Learned LLMs: A Crowdsourced Elo Framework. | Ying-Chu Yu, Hsuan-Lei Shao |
| 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, Rka Markovich |
| 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 | AF-XRAY: Visual Explanation and Resolution of Ambiguity in Legal Argumentation Frameworks. | Yilin Xia, Heng Zheng, Shawn Bowers, Bertram Ludscher |
| 2025 | Formal Results on Case-Base Consistency: A COMPAS Case Study. | Wijnand van Woerkom |
| 2025 | Automated Mapping of Legal Criteria to the Texts of Adjudicatory Decisions Using LLMs. | Hannes Westermann, Vern R. Walker, Jaromr Savelka |
| 2025 | A Demonstration of a Semi-Structured Legal Reasoning Framework. | Hannes Westermann |
| 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 | 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 | Parameterized Argumentation-based Reasoning Tasks for Benchmarking Generative Language Models. | Cor Steging, Silja Renooij, Bart Verheij |
| 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 | ViNo - A Tool for the Visualisation of Norms. | Bianca Steffes, Diogo Sasdelli |
| 2025 | Optimizing Prompts for Legal Document Classification. | Raquel Silveira, Joo Vctor Lpez Matias, Caio Ponte, Isadora Donza Corra, Andr Cmara, Vasco Furtado |
| 2025 | Improved Understanding of Legal Text with Graph Attention Networks. | Andrew Shin, Kunitake Kaneko |
| 2025 | Semantic Specialization of Legal LLMs via Large-Scale Fine-Tuning on Jurisdictional MCQs. | Hsuan-Lei Shao |
| 2025 | Faithfulness and Content Selection in Long-Input Multi-Document Summarisation of U.S. Civil Rights Litigation. | Isabel Sebire, Claire Barale, Mirella Lapata |
| 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 | Rule-based Deontic Case-based Reasoning. | Antonino Rotolo, Cecilia Di Florio, Guido Governatori |
| 2025 | Explainable NLLP: Advancements in Explainable AI for Natural Legal Language Processing. | Lucas Resck, Felipe Moreno Vera, Tobias Veiga, Gerardo Paucar, Ezequiel Fajreldines, Guilherme Klafke, Luis Gustavo Nonato, Jorge Poco |
| 2025 | AI-based Consumers' Creditworthiness Fate Needs EU 'Lawgorithmics' to Innovate. | Diogo J. Morgado Rebelo, Francisco Pacheco de Andrade, Paulo Novais |