Projects funded by the NCN
The Understandability Requirement of Machine Learning Systems Used in the Application of Law
2022/45/N/HS5/00871
Keywords:
right to a fair trail decision justification XAI machine learning explainability philosophy of law
Descriptors:
- HS5_001:
- ST6_007:
- HS5_002:
Panel:
HS5 - Norms and governance: law, political studies, regional and social policies
Host institution :
Uniwersytet Jagielloński, Wydział Prawa i Administracji
woj. małopolskie
Principal investigator (from the host institution):
Number of co-investigators in the project: 2
Call: PRELUDIUM 21 - announced on 2022-03-28
Amount awarded: 200 369 PLN
Project start date (Y-m-d): 2023-01-17
Project end date (Y-m-d): 2026-01-16
Project duration:: 36 months (the same as in the proposal)
Project status: Project completed
Project description
Download the project description in a pdf file
Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.
Information in the final report
- Articles in post-conference publications (2)
- Book publications / chapters in book publications (1)
- Looking for the Right Paths to Use XAI in the Judiciary: Which Branches of Law Need Inherently Interpretable Machine Learning Models and Why?Authors:Andrzej PorębskiConference:xAI-2024 Late-breaking Work, Demos and Doctoral Consortium Joint Proceedings (rok: 2024, tom: The 2nd World Conference on eXplainable Artificial Intelligence, strony: 129-136), Wydawca: CEUR-WSData:konferencja 17-19 lipca 2024Status:PublishedDOI:10.2139/ssrn.4995961 - link to the publication
- Institutional Black Boxes Pose an Even Greater Risk than Algorithmic Ones in a Legal ContextAuthors:Andrzej PorębskiConference:Progress in Polish Artificial Intelligence Research 5: Proceedings of the 5th Polish Conference on Artificial Intelligence (PP-RAI'2024) (rok: 2024, tom: PP-RAI2024: 5th Polish Conference on Artificial Intelligence, strony: 562-570), Wydawca: WUT Press (Oficyna Wydawnicza Politechniki Warszawskiej)Data:konferencja 18-20 kwietnia 2024Status:PublishedDOI:10.17388/WUT.2024.0002.MiNI - link to the publication
- Machine learning and lawAuthors:Andrzej PorębskiBook:Research Handbook on Law and Technology (rok: 2023, tom: Research Handbook on Law and Technology, strony: 450–467), Wydawca: Edward ElgarStatus:PublishedDOI:10.4337/9781803921327.00037 - link to the publication