跳到主要导航 跳到搜索 跳到主要内容

An Analytical Perspective on Software Engineering for Large Language Models

  • Tianlin Li
  • , Qiang Hu*
  • , Chong Wang
  • , Jian Zhang
  • , Wei Ma
  • , Aishan Liu
  • , Jingyi Wang
  • , Yang Liu
  • *此作品的通讯作者
  • Nanyang Technological University
  • Tianjin University
  • Singapore Management University
  • Zhejiang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Large language models (LLMs) are reshaping software and transforming software paradigms. However, developing LLMs is both costly and frequently susceptible to trustworthiness issues. In this paper, we analyze whether these issues can be effectively mitigated by applying software engineering principles. In particular, we analyze the value of applying the Waterfall Model’s phases to the LLM engineering process. We believe this study can provide valuable insights and guide the future development of LLMs toward greater cost-efficiency and trustworthiness.

源语言英语
主期刊名Engineering of Complex Computer Systems - 29th International Conference, ICECCS 2025, Proceedings
编辑Yuan Zhou, Zuohua Ding, Sin G. Teo, Xiaofei Xie, Yang Liu
出版商Springer Science and Business Media Deutschland GmbH
489-494
页数6
ISBN(印刷版)9783032008275
DOI
出版状态已出版 - 2026
活动29th International Conference on Engineering of Complex Computer Systems, ICECCS 2025 - Hangzhou, 中国
期限: 2 7月 20254 7月 2025

出版系列

姓名Lecture Notes in Computer Science
15746 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议29th International Conference on Engineering of Complex Computer Systems, ICECCS 2025
国家/地区中国
Hangzhou
时期2/07/254/07/25

指纹

探究 'An Analytical Perspective on Software Engineering for Large Language Models' 的科研主题。它们共同构成独一无二的指纹。

引用此