7 citations · 25 across the 9 of their papers we have counts for
11 papers · 1 filter
From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence
Ronja Stern, Ken Kawamura, Matthias Stürmer +2
Many court systems are overwhelmed all over the world, leading to huge backlogs of pending cases. Effective triage systems, like those in emergency rooms, could ensure proper prior…
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland
Luca Rolshoven, Vishvaksenan Rasiah, Srinanda Brügger Bose +4
Legal research depends on headnotes: concise summaries that help lawyers quickly identify relevant cases. Yet, many court decisions lack them due to the high cost of manual annotat…
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset
Santosh T. Y. S. S, Nina Baumgartner, Matthias Stürmer +2
The assessment of explainability in Legal Judgement Prediction (LJP) systems is of paramount importance in building trustworthy and transparent systems, particularly considering th…
Automatic Anonymization of Swiss Federal Supreme Court Rulings
Joel Niklaus, Robin Mamié, Matthias Stürmer +2
Releasing court decisions to the public relies on proper anonymization to protect all involved parties, where necessary. The Swiss Federal Supreme Court relies on an existing syste…
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents
Ramona Christen, Anastassia Shaitarova, Matthias Stürmer +1
Resolving the scope of a negation within a sentence is a challenging NLP task. The complexity of legal texts and the lack of annotated in-domain negation corpora pose challenges fo…
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models
Alex Nyffenegger, Matthias Stürmer, Joel Niklaus
Anonymity of both natural and legal persons in court rulings is a critical aspect of privacy protection in the European Union and Switzerland. With the advent of LLMs, concerns abo…