A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers

K Huang, F Mo, H Li, Y Li, Y Zhang, W Yi, Y Mao… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid development of Large Language Models (LLMs) demonstrates remarkable
multilingual capabilities in natural language processing, attracting global attention in both …

Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset

N Baumgartner, M Stürmer, M Grabmair… - arXiv preprint arXiv …, 2024 - arxiv.org
The assessment of explainability in Legal Judgement Prediction (LJP) systems is of
paramount importance in building trustworthy and transparent systems, particularly …

Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents

R Christen, A Shaitarova, M Stürmer… - arXiv preprint arXiv …, 2023 - arxiv.org
Resolving the scope of a negation within a sentence is a challenging NLP task. The
complexity of legal texts and the lack of annotated in-domain negation corpora pose …

Legal sentence boundary detection using hybrid deep learning and statistical models

R Sheik, SR Ganta, SJ Nirmala - Artificial Intelligence and Law, 2024 - Springer
Sentence boundary detection (SBD) represents an important first step in natural language
processing since accurately identifying sentence boundaries significantly impacts …

Automated Semantic Annotation Pipeline for Brazilian Judicial Decisions

M Zorzanelli Costa, D Faria Robson… - Legal Knowledge …, 2024 - ebooks.iospress.nl
In recent years, Brazil's federal judicial system has embraced digitalization, making a large
amount of legal process information available to citizens and legal experts. Despite the …

Automatic Anonymization of Swiss Federal Supreme Court Rulings

J Niklaus, R Mamié, M Stürmer, D Brunner… - arXiv preprint arXiv …, 2023 - arxiv.org
Releasing court decisions to the public relies on proper anonymization to protect all involved
parties, where necessary. The Swiss Federal Supreme Court relies on an existing system …

[PDF][PDF] Is Sentence Splitting a Solved Task? Experiments to the Intersection Between NLP and Italian Linguistics

A Redaelli, R Sprugnoli - 2024 - ceur-ws.org
Sentence splitting, that is the segmentation of the raw input text into sentences, is a
fundamental step in text processing. Although it is considered a solved task for texts such as …