Papers by Vishvaksenan Rasiah
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland (2025.findings-emnlp)
Copied to clipboard
Luca Rolshoven, Vishvaksenan Rasiah, Srinanda Brügger Bose, Sarah Hostettler, Lara Burkhalter, Matthias Stürmer, Joel Niklaus
| Challenge: | a dataset of 20K rulings from the Swiss Federal Supreme Court is lacking in legal headnotes due to the high cost of manual annotation. |
| Approach: | They propose a dataset that contains 20K rulings from the Swiss Federal Supreme Court . they fine-tune open models and compare them to larger general-purpose and reasoning-tunned LLMs . |
| Outcome: | The proposed dataset contains 20K rulings from the Swiss Federal Supreme Court with headnotes in German, French, and Italian. |