2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.SE2025★ 1 cited
SESR-Eval: Dataset for Evaluating LLMs in the Title-Abstract Screening of Systematic Reviews
Aleksi Huotala, Miikka Kuutila, Mika Mäntylä
Background: The use of large language models (LLMs) in the title-abstract screening process of systematic reviews (SRs) has shown promising results, but suffers from limited perfor…
cs.CL2024★ 2 cited
The Promise and Challenges of Using LLMs to Accelerate the Screening Process of Systematic Reviews
Aleksi Huotala, Miikka Kuutila, Paul Ralph +1
Systematic review (SR) is a popular research method in software engineering (SE). However, conducting an SR takes an average of 67 weeks. Thus, automating any step of the SR proces…