Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop

Laura Genga; Hugo A. López; Emilio Sulis

Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop

Laura Genga
, Hugo A. López
, Emilio Sulis (Corresponding author)

Research output: Chapter in Book/Report/Conference proceeding › Foreword/editorial › Academic

16 Downloads (Pure)

Abstract

The integration of Artificial Intelligence techniques, machine learning and large language models into legal informatics offers innovative potential, from enhancing legal research efficiency to supporting legal reasoning. These advancements introduce significant challenges, including issues related to data privacy, bias in legal datasets, and the interpretability of complex algorithms in legal contexts. Emerging challenges involve reliability, fairness, and ethical considerations in AI-driven legal applications. The research contributions presented at a recent workshop on Processes, Law and Compliance aim to deepen these issues for the development of AI applications in the field of legal informatics.

Original language	English
Title of host publication	PLC 2024 : Processes, Laws and Compliance 2024
Subtitle of host publication	Proceedings of the 1st International Workshop on Processes, Laws and Compliance co-located with 6th International Conference on Process Mining (ICPM 2024)
Editors	Laura Genga, Hugo A. López, Emilio Sulis
Publisher	CEUR-WS.org
Number of pages	5
Publication status	Published - 26 Nov 2024
Event	1st International Workshop on Processes, Laws and Compliance, PLC 2024 - Lyngby, Denmark Duration: 14 Oct 2024 → …

Publication series

Name	CEUR Workshop Proceedings
Volume	3850
ISSN (Print)	1613-0073

Conference

Conference	1st International Workshop on Processes, Laws and Compliance, PLC 2024
Country/Territory	Denmark
City	Lyngby
Period	14/10/24 → …

Bibliographical note

Publisher Copyright:
© 2024 Copyright for this paper by its authors.

Keywords

AI-Driven Legal Informatics
Legal Event Logs
Legal Machine Learning Challenges

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https://ceur-ws.org/Vol-3850/

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Genga, L., López, H. A., & Sulis, E. (2024). Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop. In L. Genga, H. A. López, & E. Sulis (Eds.), PLC 2024 : Processes, Laws and Compliance 2024: Proceedings of the 1st International Workshop on Processes, Laws and Compliance co-located with 6th International Conference on Process Mining (ICPM 2024) (CEUR Workshop Proceedings; Vol. 3850). CEUR-WS.org. https://ceur-ws.org/Vol-3850/

Genga, Laura ; López, Hugo A. ; Sulis, Emilio. / Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop. PLC 2024 : Processes, Laws and Compliance 2024: Proceedings of the 1st International Workshop on Processes, Laws and Compliance co-located with 6th International Conference on Process Mining (ICPM 2024). editor / Laura Genga ; Hugo A. López ; Emilio Sulis. CEUR-WS.org, 2024. (CEUR Workshop Proceedings).

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abstract = "The integration of Artificial Intelligence techniques, machine learning and large language models into legal informatics offers innovative potential, from enhancing legal research efficiency to supporting legal reasoning. These advancements introduce significant challenges, including issues related to data privacy, bias in legal datasets, and the interpretability of complex algorithms in legal contexts. Emerging challenges involve reliability, fairness, and ethical considerations in AI-driven legal applications. The research contributions presented at a recent workshop on Processes, Law and Compliance aim to deepen these issues for the development of AI applications in the field of legal informatics.",

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note = "Publisher Copyright: {\textcopyright} 2024 Copyright for this paper by its authors.; 1st International Workshop on Processes, Laws and Compliance, PLC 2024 ; Conference date: 14-10-2024",

year = "2024",

month = nov,

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language = "English",

series = "CEUR Workshop Proceedings",

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Genga, L, López, HA & Sulis, E 2024, Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop. in L Genga, HA López & E Sulis (eds), PLC 2024 : Processes, Laws and Compliance 2024: Proceedings of the 1st International Workshop on Processes, Laws and Compliance co-located with 6th International Conference on Process Mining (ICPM 2024). CEUR Workshop Proceedings, vol. 3850, CEUR-WS.org, 1st International Workshop on Processes, Laws and Compliance, PLC 2024, Lyngby, Denmark, 14/10/24. <https://ceur-ws.org/Vol-3850/>

Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop. / Genga, Laura; López, Hugo A.; Sulis, Emilio (Corresponding author).
PLC 2024 : Processes, Laws and Compliance 2024: Proceedings of the 1st International Workshop on Processes, Laws and Compliance co-located with 6th International Conference on Process Mining (ICPM 2024). ed. / Laura Genga; Hugo A. López; Emilio Sulis. CEUR-WS.org, 2024. (CEUR Workshop Proceedings; Vol. 3850).

Research output: Chapter in Book/Report/Conference proceeding › Foreword/editorial › Academic

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AU - López, Hugo A.

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AB - The integration of Artificial Intelligence techniques, machine learning and large language models into legal informatics offers innovative potential, from enhancing legal research efficiency to supporting legal reasoning. These advancements introduce significant challenges, including issues related to data privacy, bias in legal datasets, and the interpretability of complex algorithms in legal contexts. Emerging challenges involve reliability, fairness, and ethical considerations in AI-driven legal applications. The research contributions presented at a recent workshop on Processes, Law and Compliance aim to deepen these issues for the development of AI applications in the field of legal informatics.

KW - AI-Driven Legal Informatics

KW - Legal Event Logs

KW - Legal Machine Learning Challenges

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M3 - Foreword/editorial

AN - SCOPUS:85213351045

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A2 - López, Hugo A.

A2 - Sulis, Emilio

PB - CEUR-WS.org

T2 - 1st International Workshop on Processes, Laws and Compliance, PLC 2024

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ER -

Genga L, López HA, Sulis E. Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop. In Genga L, López HA, Sulis E, editors, PLC 2024 : Processes, Laws and Compliance 2024: Proceedings of the 1st International Workshop on Processes, Laws and Compliance co-located with 6th International Conference on Process Mining (ICPM 2024). CEUR-WS.org. 2024. (CEUR Workshop Proceedings).

Emerging challenges in legal informatics from machine learning to LLMs - Preface to the proceedings of the 1st PLC workshop

Abstract

Publication series

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Bibliographical note

Keywords

Access to Document

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