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cs.LG2025★ 5 cited
Leveraging LLMs for Semi-Automatic Corpus Filtration in Systematic Literature Reviews
Lucas Joos, Daniel A. Keim, Maximilian T. Fischer
The creation of systematic literature reviews (SLR) is critical for analyzing the landscape of a research field and guiding future research directions. However, retrieving and filt…
cs.LG2024★ 4 cited
Cutting Through the Clutter: The Potential of LLMs for Efficient Filtration in Systematic Literature Reviews
Lucas Joos, Daniel A. Keim, Maximilian T. Fischer
Systematic literature reviews (SLRs) are essential but labor-intensive due to high publication volumes and inefficient keyword-based filtering. To streamline this process, we evalu…