Quốc tế

A Large Language Model-Based Question Answering System for Online Public Administrative Services

Năm XB 2024 Tạp chí / Hội thảo Journal on Information Technologies & Communications Đơn vị CNTT DOI / Link https://doi.org/10.32913/mic-ict-research-vn.v2024.n3.1290 ↗

Tác giả

Tóm tắt

Public administrative services are one of the key concerns for citizens; however, there are still numerous procedures and issues that citizens encounter and need clarification on. This study aims to alleviate some of this burden on officials by developing a Question Answering System (QnA) to address inquiries about public administrative services. We present a framework for utilizing Large Language Models to develop and implement a QnA system on the Online Public Administrative Service Portal in Ha Giang Province. We also provide extensive experimental analysis to demonstrate the effectiveness of each component in the QnA system.