AI, Law and beyond. A transdisciplinary ecosystem for the future of AI & Law

FJ Bex - Artificial Intelligence and Law, 2024 - Springer
We live in exciting times for AI and Law: technical developments are moving at a breakneck
pace, and at the same time, the call for more robust AI governance and regulation grows …

Black-box analysis: GPTs across time in legal textual entailment task

HT Nguyen, R Goebel, F Toni, K Stathis… - arxiv preprint arxiv …, 2023 - arxiv.org
The evolution of Generative Pre-trained Transformer (GPT) models has led to significant
advancements in various natural language processing applications, particularly in legal …

GPTs and Language Barrier: A Cross-Lingual Legal QA Examination

HT Nguyen, H Yamada, K Satoh - arxiv preprint arxiv:2403.18098, 2024 - arxiv.org
In this paper, we explore the application of Generative Pre-trained Transformers (GPTs) in
cross-lingual legal Question-Answering (QA) systems using the COLIEE Task 4 dataset. In …

Beyond logic programming for legal reasoning

HT Nguyen, F Toni, K Stathis, K Satoh - arxiv preprint arxiv:2306.16632, 2023 - arxiv.org
Logic programming has long being advocated for legal reasoning, and several approaches
have been put forward relying upon explicit representation of the law in logic programming …

Information Extraction from Lengthy Legal Contracts: Leveraging Query-Based Summarization and GPT-3.5

MM Zin, HT Nguyen, K Satoh… - Legal Knowledge and …, 2023 - ebooks.iospress.nl
In the legal domain, extracting information from contracts poses significant challenges,
primarily due to the scarcity of annotated data. In such situations, leveraging large language …

Three Decades of Formal Methods in Business Process Compliance: A Systematic Literature Review

HA López, TT Hildebrandt - arxiv preprint arxiv:2410.10906, 2024 - arxiv.org
Digitalization efforts often face a key challenge: business processes must not only be
efficient in achieving their goals but also adhere to legal regulations. Business process …

KRAG Framework for Enhancing LLMs in the Legal Domain

NH Thanh, K Satoh - arxiv preprint arxiv:2410.07551, 2024 - arxiv.org
This paper introduces Knowledge Representation Augmented Generation (KRAG), a novel
framework designed to enhance the capabilities of Large Language Models (LLMs) within …

Addressing Annotated Data Scarcity in Legal Information Extraction

MM Zin, HT Nguyen, K Satoh, F Nishino - JSAI International Symposium on …, 2024 - Springer
Abstract Named Entity Recognition (NER) models face unique challenges in the field of
legal text analysis, primarily due to the scarcity of annotated legal data. The creation of a …

Juris-Informatics: Law for AI and Law of AI

K Satoh, H Takeda, R Goebel, Y Kano… - … Conference on Big …, 2024 - ieeexplore.ieee.org
This paper presents an outline of our research project developed at our research center for"
Juris-Informatics"." Juris-Informatics" is a research field based on two main topics;" Law by …

Active learning for axiom discovery

A Ballout - 2024 - theses.hal.science
This thesis addresses the challenge of evaluating candidate logical formulas, with a specific
focus on axioms, by synergistically combining machine learning with symbolic reasoning …