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Leveraging LLMs for Efficient Topic Reviews

<p>Our experiment started with the formulation of a specific research topic. From this topic, we designed a precise query to extract relevant papers from the Scopus database. The query was carefully constructed using a combination of keywords related to the literature review and automation.</p> <p>Scopus Query Statement</p> <p>Q1: ( literature AND review OR slr OR overview OR survey OR insights OR screening) AND ( semi-automated OR semi-automation OR automation ) OR ( machine AND<br>learning OR deep AND learning )</p>

ShareScore

40/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
8
Harmonization
4
Access
20
Reuse readiness
8
Engagement
0