zpwiki/pages/topics/legal

title	category	tag
Legal Data Processing	project	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 - agentový systém
• Matej Ščišľak - sumarizácia, dotrénovanie LLM
• Maxim Zatyrka - využitie grafovej informácie ( Tezaurus)
• Oleksandr Dorybohov - agent pre volanie REST
• Simona Bobrovčanová - sumarizácia

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/