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ORCIDASAIL@ICAIL 2023: Braga, Portugal
- Francesca Lagioia, Jack Mumford, Daphne Odekerken, Hannes Westermann:
Proceedings of the 6th Workshop on Automated Semantic Analysis of Information in Legal Text co-located with the 19th International Conference on Artificial Intelligence and Law (ICAIL 2023), Braga, Portugal, 23rd September, 2023. CEUR Workshop Proceedings 3441, CEUR-WS.org 2023
Session 1: Language Models in the Legal Domain
- Jaromír Savelka, Kevin D. Ashley, Morgan A. Gray, Hannes Westermann, Huihui Xu:
Can GPT-4 Support Analysis of Textual Data in Tasks Requiring Highly Specialized Domain Expertise? 1-12 - Elize Herrewijnen, Dennis F. W. Craandijk:
Towards Meaningful Paragraph Embeddings for Data-Scarce Domains: A Case Study in the Legal Domain. 13-18 - Anas Belfathi, Nicolas Hernandez, Laura Monceaux:
Enhancing Pre-Trained Language Models with Sentence Position Embeddings for Rhetorical Roles Recognition in Legal Opinions. 19-27 - Gabriele Marino, Daniele Licari, Praveen Bushipaka, Giovanni Comandè, Tommaso Cucinotta:
Automatic Rhetorical Roles Classification for Legal Documents using LEGAL-TransformerOverBERT. 28-36
Session 2: Automatic Legal Knowledge Extraction
- Hannes Westermann, Sébastien Meeùs, Mia Godet, Aurore Clément Troussel, Jinzhe Tan, Jaromír Savelka, Karim Benyekhlef:
Bridging the Gap: Mapping Layperson Narratives to Legal Issues with Language Models. 37-48 - Cor Steging, Silja Renooij, Bart Verheij:
Taking the Law More Seriously by Investigating Design Choices in Machine Learning Prediction Research. 49-59 - Daniel Steinigen
, Marcin Namysl, Markus Hepperle, Jan Krekeler, Susanne Landgraf:
Semantic Extraction of Key Figures and Their Properties From Tax Legal Texts Using Neural Models. 60-71 - Burak Kilic, Floris Bex, Albert Gatt:
Contrast Is All You Need. 72-82 - Michele Colombino, Laurentiu Jr Marius Zaharia, Giorgia Iacobellis, Rachele Mignone, Ivan Spada, Chiara Bonfanti, Emilio Sulis, Luigi Di Caro, Guido Boella:
Organizing the Unorganized: A Novel Approach for Transferring a Taxonomy of Labels into Flat-Labeled Document Collections. 83-92
Session 3: Applied Legal Case Analysis
- Galileo Sartor, Piera Santin, Luigi Di Caro:
Chasing the Invisible in the Grammar of Repetitions: A Network Analysis Approach to Fiscal State Aids. 93-102 - Henrik Palmer Olsen, Malte Højmark-Bertelsen, Sebastian Felix Schwemer:
Applying NLP to Support Legal Decision-making in Administrative Appeal Boards in the EU. 103-110 - Benjamin Cérat, Olivier Salaün, Noreddine Ben Jillali, Marc-André Morissette, Isabela Pocovnicu, Emma Elliott, Franois Harvey:
LexKey: A Keyword Generator for Legal Documents. 111-121 - Alexandre Correia, Pedro Evangelista, Nádia Soares, Eugénio Rocha, Cláudio Teixeira:
CaseScope: An Enhanced Search Tool for European Court Cases. 122-128
Session 4: Structured Reasoning in the Legal Context
- Vern R. Walker, Stephen R. Strong:
Toward Implementation Science: A Case Study Using LA-MPS to Research Argument Elements at Scale. 129-140 - Huihui Xu, Kevin D. Ashley:
Argumentative Segmentation Enhancement for Legal Summarization. 141-150 - Malo Revel, Aurélien Lamercerie, Annie Foret, Zoltán Miklós:
Extracting ODRL Digital Right Representations from License Texts using AMR. 151-157 - Karl Branting, Sarah McLeod, Bryant Park, Karine Megerdoomian:
Induction of Narrative Models for Legal Case Elicitation. 158-167
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