- Book Chapter
3
- 10.3233/faia230982
Re-Framing Case Law Citation Prediction from a Paragraph Perspective
- Dec 07, 2023
- Frontiers in artificial intelligence and applications
- Henrik Palmer Olsen + 4 more +4
Case law citation prediction, i.e., predicting what historical cases are relevant for your current case, can assist legal discovery and decision-making, but legal documents are long, and often only parts of them are relevant for a particular use case. We therefore reframe case law citation prediction as a paragraph-to-paragraph citation task, introduce a new dataset, and train and evaluate new models. We also evaluate our models qualitatively. Our resources provide a first step toward discovering citation patterns and modeling legal rules in EU law from precedent documents.
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