Verification and Consideration for Utilization of Large Language Models in Civil Engineering

DOI

Bibliographic Information

Other Title
  • 土木・建設分野における大規模言語モデルの利活用に向けた検証と考察

Abstract

<p>In this study, we verified the accuracy of large language models (ChatGPT) using a database system containing texts in the field of civil engineering. As a result, we confirmed the effectiveness of a extraction task of similar technologies and dialogue task based on the database system operation rules within the validated range. We also confirmed the superiority of prompts based on few-shot-learning in the task of categorizing new technology information. In addition, we confirmed the superiority of prompts created using only job descriptions as personas in the same task.</p>

Journal

Keywords

Details 詳細情報について

  • CRID
    1390298124265614720
  • DOI
    10.11532/jsceiii.4.3_670
  • ISSN
    24359262
  • Text Lang
    ja
  • Data Source
    • JaLC
  • Abstract License Flag
    Disallowed

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