3 papers
cs.CL2026
A Context-Aware Dual-Metric Framework for Confidence Estimation in Large Language Models
Mingruo Yuan, Shuyi Zhang, Ben Kao
Accurate confidence estimation is essential for trustworthy large language models (LLMs) systems, as it empowers the user to determine when to trust outputs and enables reliable de…
cs.IR2025
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public
Mingruo Yuan, Ben Kao, Tien-Hsuan Wu
Retrieval of legal knowledge by the general public is a challenging problem due to the technicality of the professional knowledge and the lack of fundamental understanding by laype…
cs.CL2025
Bringing legal knowledge to the public by constructing a legal question bank using large-scale pre-trained language model
Mingruo Yuan, Ben Kao, Tien-Hsuan Wu +5
Access to legal information is fundamental to access to justice. Yet accessibility refers not only to making legal documents available to the public, but also rendering legal infor…