Sušnjak et al. 2025 show that fine-tuned open-source LLMs can automate the knowledge-discovery and synthesis phases of systematic literature reviews while maintaining high factual fidelity, validated through the replication of an existing PRISMA-conforming review.

E9 states that fine-tuned open-source LLMs were used to automate the knowledge discovery and synthesis phases of an SLR, that results maintained high fidelity in factual accuracy, and that this was validated through replication of an existing PRISMA-conforming SLR.

Written by Kimi K3 via Ollama Cloud · checked by GLM-5.3 via Ollama Cloud · 1 Oct, 04:39