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AMELR@ICAIL 2025: Chicago, IL, USA

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Tomás Koref, Lena Held, Ivan Habernal:
Proceedings of the First Argument Mining and Empirical Legal Research Workshop co-located with the 20th International Conference on Artificial Intelligence and Law (ICAIL 2025), Chicago, United States, June 20, 2025. CEUR Workshop Proceedings 4089, CEUR-WS.org 2025
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  - conf/icail/LiepinaGLLMSPS25
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Ruta Liepina, Francesca Galloni, Francesca Lagioia, Marco Lippi, Mariaceleste Musicco, Burcu Sayin, Andrea Passerini, Giovanni Sartor:
Legal Argument Mining: Recent Trends and Open Challenges. 1-14
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  - conf/icail/AlfieriGGLLGT25
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Francesco Alfieri, Giulia Grundler, Francesca Galloni, Ruta Liepina, Francesca Lagioia, Andrea Galassi, Paolo Torroni:
Dynamic Demonstrations Selection for Few-Shot Legal Argument Mining. 15-29
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  - conf/icail/BehrerJKNNS25
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Patrick Behrer, Shareen Joshi, Olexiy Kyrychenko, Viknesh Nagarathinam, Peter Neis, Shashank Singh:
Decoding Green Justice: An AI-Assisted Exploration of Indian Environmental Court Rulings over Five Decades. 30-38
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  - conf/icail/GuptaS25
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Ankita Gupta, Frank Schilder:
Improving Legal Question Answering through Structured Knowledge Representation. 39-45
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  - conf/icail/PriorWG25
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Max Prior, Niklas Wais, Matthias Grabmair:
Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation. 46-54
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  - conf/icail/PachecoSR25
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Eduardo Caruso Barbosa Pacheco, Fernanda Mattar Suriani, Ricardo Ribeiro:
Rabula: A Benchmark for Evaluating LLMs in Brazilian Legal Tasks. 55-62

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