[HTML][HTML] Large language models in law: A survey

J Lai, W Gan, J Wu, Z Qi, SY Philip - AI Open, 2024 - Elsevier
The advent of artificial intelligence (AI) has significantly impacted the traditional judicial
industry. Moreover, recently, with the development of the concept of AI-generated content …

A systematic review of human–computer interaction and explainable artificial intelligence in healthcare with artificial intelligence techniques

M Nazar, MM Alam, E Yafi, MM Su'ud - IEEE Access, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) is one of the emerging technologies. In recent decades, artificial
intelligence (AI) has gained widespread acceptance in a variety of fields, including virtual …

[HTML][HTML] XAIR: a systematic metareview of explainable AI (XAI) aligned to the software development process

T Clement, N Kemmerzell, M Abdelaal… - Machine Learning and …, 2023 - mdpi.com
Background: Open Access Systematic Review XAIR: A Systematic Metareview of
Explainable AI (XAI) Aligned to the Software Development Process by Tobias Clement 1,*,† …

Explainable artificial intelligence (XAI) in auditing

CA Zhang, S Cho, M Vasarhelyi - International Journal of Accounting …, 2022 - Elsevier
Abstract Artificial Intelligence (AI) and Machine Learning (ML) are gaining increasing
attention regarding their potential applications in auditing. One major challenge of their …

Explainable artificial intelligence for tabular data: A survey

M Sahakyan, Z Aung, T Rahwan - IEEE access, 2021 - ieeexplore.ieee.org
Machine learning techniques are increasingly gaining attention due to their widespread use
in various disciplines across academia and industry. Despite their tremendous success …

Artificial Intelligence (AI) and automation in administrative procedures: Potentials, limitations, and framework conditions

P Parycek, V Schmid, AS Novak - Journal of the Knowledge Economy, 2024 - Springer
Integrating artificial intelligence (AI) systems into administrative procedures can
revolutionize the way processes are conducted and fundamentally change established …

[HTML][HTML] Explainable AI tools for legal reasoning about cases: A study on the European Court of Human Rights

J Collenette, K Atkinson, T Bench-Capon - Artificial Intelligence, 2023 - Elsevier
In this paper we report on a significant research project undertaken to design, implement
and evaluate explainable decision-support tools for deciding legal cases. We provide a …

Argumentation and explainable artificial intelligence: a survey

A Vassiliades, N Bassiliades, T Patkos - The Knowledge …, 2021 - cambridge.org
Argumentation and eXplainable Artificial Intelligence (XAI) are closely related, as in the
recent years, Argumentation has been used for providing Explainability to AI. Argumentation …

The black box problem revisited. Real and imaginary challenges for automated legal decision making

B Brożek, M Furman, M Jakubiec… - Artificial Intelligence and …, 2024 - Springer
This paper addresses the black-box problem in artificial intelligence (AI), and the related
problem of explainability of AI in the legal context. We argue, first, that the black box problem …

Legal syllogism prompting: Teaching large language models for legal judgment prediction

C Jiang, X Yang - … of the nineteenth international conference on artificial …, 2023 - dl.acm.org
Legal syllogism is a form of deductive reasoning commonly used by legal professionals to
analyze cases. In this paper, we propose legal syllogism prompting (LoT), a simple …