Le-Minh Nguyen

Generalizing Hierarchical Structure of Indices for Japanese Legal Documents

2015 · Procedia Computer Science

The idea of hierarchical index is applied to the legal domain to provide the readers a general understanding of legal concepts via their super/sub-ordinate relations. This work serves as effort in automatic legal ontology learning …

Improving Multilingual Neural Machine Translation For Low-Resource Languages: French,English - Vietnamese

2020 · arXiv (Cornell University)

Prior works have demonstrated that a low-resource language pair can benefit from multilingual machine translation (MT) systems, which rely on many language pairs' joint training. This paper proposes two simple strategies to address the rare …

Sublanguage: A Serious Issue Affects Pretrained Models in Legal Domain

2021 · arXiv (Cornell University)

Legal English is a sublanguage that is important for everyone but not for everyone to understand. Pretrained models have become best practices among current deep learning approaches for different problems. It would be a waste …

Law to Binary Tree -- An Formal Interpretation of Legal Natural Language

2022 · arXiv (Cornell University)

Knowledge representation and reasoning in law are essential to facilitate the automation of legal analysis and decision-making tasks. In this paper, we propose a new approach based on legal science, specifically legal taxonomy, for representing …