---
title: Legal Data Processing
category: [project]
tag: [legal,nlp]
---

# Legal Data Processing Scientific Project

Goal:

- Help the slovak judges 

Possible applications:

- agent retrieval agent to search in laws and processdings.
- question answering system

Plan:

- Develop a demo agent for  legal and proceeding  retrieval anad answering.
- Develop a summarization system - retrieve and highlight important parts of document. Generate a summary.


People:

- Daniel Hládek
- Martin Šarišský
- Matej Ščišľak
- Maxim Zatyrka
- Oleksandr Dorybohov

Tasks:

- Create index of Slovak laws
- Create index of the Slovak Court proceedings.
- Fine-tune Slovak embedding model for the legal domain.
- Evaluate LLMS for the legal domain.
- Design legal data pre-processing (anonymization, de-anonymization)
- Create a knowledge graph (tezaurus)
- Create legal data summarization (extractive and abstractive) system.
- Create agent that utilizes OpenAPI

Links:

- OpenAPI pre prístup k údajom o súdoch a o rozsudkoch. https://obcan.justice.sk/pilot/api/ress-isu-service/swagger-ui/index.html
- https://www.justice.gov.sk/sluzby/register-partnerov-verejneho-sektora/open-data/
- https://rpvs.gov.sk/opendatav2/swagger/index.html
- Databáza zákonov a register opatrení https://static.slov-lex.sk/
- Tezaurus slovenského práva https://www.slov-lex.sk/tezaury/terminy  - aj vzťahy ku právnym predpisom
- Znalostný graf údajov verejnej správy https://znalosti.gov.sk/