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What is Adaptive Query Refinement for SLRs about?
This paper presents an adaptive Boolean query generation and refinement pipeline for systematic literature reviews (SLRs) that utilizes reinforcement learning to improve search queries based on researcher feedback. The proposed method aims to enhance the retrieval of relevant literature while minimizing the workload for researchers by automatically generating and refining queries from initial seeds. Empirical evaluations demonstrate that this approach achieves performance comparable to manually composed que
- Author
- Ulugbek Inoyatov
- Language
- EN