Light over Heavy: Automated Performance Requirements Quantification with Linguistic Inducement

Shihai Wang; Tao Chen

Light over Heavy: Automated Performance Requirements Quantification with Linguistic Inducement

Shihai Wang
, Tao Chen^*

^*Corresponding author for this work

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

16 Downloads (Pure)

Original language	English
Title of host publication	2026 IEEE/ACM 48th International Conference on Software Engineering (ICSE)
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Publication status	Accepted/In press - 10 Oct 2025
Event	48th International Conference on Software Engineering - Rio de Janeiro, Brazil Duration: 12 Apr 2026 → 18 Apr 2026

Publication series

Name	Proceedings - International Conference on Software Engineering
Publisher	IEEE
ISSN (Print)	0270-5257
ISSN (Electronic)	1558-1225

Conference

Conference	48th International Conference on Software Engineering
Abbreviated title	ICSE 2026
Country/Territory	Brazil
City	Rio de Janeiro
Period	12/04/26 → 18/04/26

Bibliographical note

Not yet published as of 04/08/2026.

Keywords

requirement engineering
performance requirement
requirement quantification
LLM
linguistic analysis
SBSE
SE optimization

Access to Document

WangS2026LightAccepted author manuscript, 1.05 MBLicence: Creative Commons: Attribution (CC BY)

Cite this

@inproceedings{f17e48db3b0649b68e7d14383e2c4672,

title = "Light over Heavy: Automated Performance Requirements Quantification with Linguistic Inducement",

keywords = "requirement engineering, performance requirement, requirement quantification, LLM, linguistic analysis, SBSE, SE optimization",

author = "Shihai Wang and Tao Chen",

note = "Not yet published as of 04/08/2026.; 48th International Conference on Software Engineering, ICSE 2026 ; Conference date: 12-04-2026 Through 18-04-2026",

year = "2025",

month = oct,

day = "10",

language = "English",

series = "Proceedings - International Conference on Software Engineering",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

booktitle = "2026 IEEE/ACM 48th International Conference on Software Engineering (ICSE)",

}

Wang, S & Chen, T 2025, Light over Heavy: Automated Performance Requirements Quantification with Linguistic Inducement. in 2026 IEEE/ACM 48th International Conference on Software Engineering (ICSE). Proceedings - International Conference on Software Engineering, Institute of Electrical and Electronics Engineers (IEEE), 48th International Conference on Software Engineering, Rio de Janeiro, Brazil, 12/04/26.

Light over Heavy: Automated Performance Requirements Quantification with Linguistic Inducement. / Wang, Shihai; Chen, Tao.
2026 IEEE/ACM 48th International Conference on Software Engineering (ICSE). Institute of Electrical and Electronics Engineers (IEEE), 2025. (Proceedings - International Conference on Software Engineering).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Light over Heavy

T2 - 48th International Conference on Software Engineering

AU - Wang, Shihai

AU - Chen, Tao

N1 - Not yet published as of 04/08/2026.

PY - 2025/10/10

Y1 - 2025/10/10

KW - requirement engineering

KW - performance requirement

KW - requirement quantification

KW - LLM

KW - linguistic analysis

KW - SBSE

KW - SE optimization

UR - https://ieeexplore.ieee.org/xpl/conhome/1000691/all-proceedings

UR - https://conf.researchr.org/home/icse-2026

UR - https://conf.researchr.org/details/icse-2026/icse-2026-research-track/66/Light-over-Heavy-Automated-Performance-Requirements-Quantification-with-Linguistic-I

M3 - Conference contribution

T3 - Proceedings - International Conference on Software Engineering

BT - 2026 IEEE/ACM 48th International Conference on Software Engineering (ICSE)

PB - Institute of Electrical and Electronics Engineers (IEEE)

Y2 - 12 April 2026 through 18 April 2026

ER -