activity
20212026
most citedTransformer-based Approaches for Legal Text Processing

17 citations · 41 across the 18 of their papers we have counts for

collaborators

18 papers

cs.LO2026

Walk-In Multi-Stage Patient Flow Scheduling: An ASP Model with DES-Based Evaluation

Ngoc-Mai Pham, Trang-Linh Nguyen, Thi-Hai-Yen Vuong +2

An effective examination and test schedule for patients plays a crucial role in hospital resource management. In this work, we formulate a new reactive patient-flow scheduling prob…

cs.CL2026

NOWJ@COLIEE 2026: Adaptive Pipelines for Legal Retrieval and Reasoning

Thuong-Hieu Ngo, Hoang-Trung Nguyen, Huu-Dong Nguyen +5

This paper presents the methodologies and results of the NOWJ team's participation across all five tasks of the COLIEE 2026 competition. For Task 1 (Legal Case Retrieval), we propo…

cs.AI2026

L-MAD: A Systematic Evaluation of Multi-Agent Debate Structures in Legal Reasoning

Tan-Minh Nguyen, Hoang-Trung Nguyen, Huu-Dong Nguyen +3

While multi-agent debate (MAD) frameworks have shown significant potential in general reasoning, their effectiveness in highly structured, knowledge-heavy legal domains remains und…

cs.CL2025

NOWJ@COLIEE 2025: A Multi-stage Framework Integrating Embedding Models and Large Language Models for Legal Retrieval and Entailment

Hoang-Trung Nguyen, Tan-Minh Nguyen, Xuan-Bach Le +5

This paper presents the methodologies and results of the NOWJ team's participation across all five tasks at the COLIEE 2025 competition, emphasizing advancements in the Legal Case…

cs.CL2025

VLQA: The First Comprehensive, Large, and High-Quality Vietnamese Dataset for Legal Question Answering

Tan-Minh Nguyen, Hoang-Trung Nguyen, Trong-Khoi Dao +3

The advent of large language models (LLMs) has led to significant achievements in various domains, including legal text processing. Leveraging LLMs for legal tasks is a natural evo…

cs.CL2024★ 2 cited

Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval

Hai-Long Nguyen, Tan-Minh Nguyen, Duc-Minh Nguyen +3

Statutory law retrieval is a typical problem in legal language processing, that has various practical applications in law engineering. Modern deep learning-based retrieval methods…