Understanding LLMs in Title-Abstract Screening: From Disagreements to Recommendations
- 29 August 2026
- book chapter
- Published by Springer Nature
- p. 226-242
Abstract
No abstract availableKeywords
All Related Versions
This publication has 24 references indexed in Scilit:
- LLM4SCREENLIT: Recommendations on assessing the performance of large language models for screening literature in systematic reviewsInformation and Software Technology, 2026
- Exploring the use of LLMs for the selection phase in systematic literature studiesInformation and Software Technology, 2025
- Large language models for conducting systematic reviews: on the rise, but not yet ready for use—a scoping reviewJournal of Clinical Epidemiology, 2025
- On the road to interactive LLM-based systematic mapping studiesInformation and Software Technology, 2024
- Using rapid reviews to support software engineering practice: a systematic review and a replication studyEmpirical Software Engineering, 2024
- Case study identification with GPT-4 and implications for mapping studiesInformation and Software Technology, 2024
- Time pressure in software engineering: A systematic reviewInformation and Software Technology, 2020
- Guidelines for including grey literature and conducting multivocal literature reviews in software engineeringInformation and Software Technology, 2019
- Using argumentation theory to analyse software practitioners’ defeasible evidence, inference and beliefInformation and Software Technology, 2017
- Guidelines for conducting systematic mapping studies in software engineering: An updateInformation and Software Technology, 2015