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pages/topics/legal/README.md

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+---
+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/
+