Lawyer working on natural language processing for legislation. I spent two decades reviewing draft Slovenian laws and regulations for constitutionality, consistency and drafting quality; now I study how language models read them, and where they get them wrong.
- 🔬 Research assistant, Department of Knowledge Technologies (E8), Jožef Stefan Institute
- 🎓 PhD student in Information and Communication Technologies, Jožef Stefan International Postgraduate School
- ⚖️ Reviewing draft laws and regulations at the Government Office for Legislation, Republic of Slovenia
- Retrieval and question answering over statutory text
- Verifiability: checking every generated claim against the provision it cites
- Natural language inference for legal claims
- Knowledge graphs of legislation: references, amendments, versions in time
- Complexity and readability of regulations
- Slovenian language models (GaMS)
AI Legal Assistant: a retrieval and verification system over Slovenian law, built so that every answer can be traced back to its source. Notes on evaluation and results are on my blog.
Outside research I maintain Home Assistant integrations for Slovenian public data, most notably ARSO weather, and contribute Slovenian voice intents to OHF-Voice/intents.