Exploring the state of the art in legal QA systems

A Abdallah, B Piryani, A Jatowt - Journal of Big Data, 2023 - Springer
Answering questions related to the legal domain is a complex task, primarily due to the
intricate nature and diverse range of legal document systems. Providing an accurate answer …

A survey on legal question–answering systems

J Martinez-Gil - Computer Science Review, 2023 - Elsevier
Many legal professionals think the explosion of information about local, regional, national,
and international legislation makes their practice more costly, time-consuming, and error …

Large language models for automated q&a involving legal documents: a survey on algorithms, frameworks and applications

X Yang, Z Wang, Q Wang, K Wei, K Zhang… - International Journal of …, 2024 - emerald.com
Purpose This study aims to adopt a systematic review approach to examine the existing
literature on law and LLMs. It involves analyzing and synthesizing relevant research papers …

A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law

ZZ Chen, J Ma, X Zhang, N Hao, A Yan… - arXiv preprint arXiv …, 2024 - arxiv.org
In the fast-evolving domain of artificial intelligence, large language models (LLMs) such as
GPT-3 and GPT-4 are revolutionizing the landscapes of finance, healthcare, and law …

DiscoLQA: zero-shot discourse-based legal question answering on European Legislation

F Sovrano, M Palmirani, S Sapienza… - Artificial Intelligence and …, 2024 - Springer
The structures of discourse used by legal and ordinary languages share differences that
foster technical issues when applying or fine-tuning general-purpose language models for …

[HTML][HTML] Augmented and challenging datasets with multi-step reasoning and multi-span questions for Chinese judicial reading comprehension

Q Meng, Z Wang, H Chen, X Luo, B Wang, Z Chen… - AI Open, 2022 - Elsevier
The existing judicial reading comprehension datasets are relatively simple, and the answers
to the questions can be obtained through single-step reasoning. However, the content of …

How to explain: from theory to practice

F Sovrano - 2023 - amsdottorato.unibo.it
Today we live in an age where the internet and artificial intelligence allow us to search for
information through impressive amounts of data, opening up revolutionary new ways to …

[PDF][PDF] Hybrid Classification of Audit Court Decisions using Online Context-Driven Neural Networks

L Decker, M Palmirani, S Sapienza, V Pistone - 2023 - ceur-ws.org
This paper proposes an experiment made on a portion of decisions of the Italian Audit Court
(Corte dei Conti) with the aim to classify the typologies of the amounts included in the text for …