Author

Francesco Osborne

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Review Sep 2026

Scoring Grant Applications with Large Language Models

Purpose: Assessing grant applications is time-consuming and difficult, adding to the overall burden of academic peer review. Whilst funders are exploring whether AI can help, there is no published research into the accuracy of Large Language Models (LLMs) for scoring contemporary grants. Design/methodology/approach: Th...

Mike Thelwall, David Pride, Francesco Osborne et al. · 0 citations

Jul 2026

Benchmarking Resource-Efficient LLMs for Research Topic Ontology Generation in the Biomedical Field

Assessment of five small, open-source LLMs in identifying semantic relationships between biomedical concepts confirms that direct fine-tuning effectively exceeds the reasoning bottlenecks of smaller LLMs, providing an accurate, automated methodology for the construction and evolution of specialised biomedical ontologie...

Tanay Aggarwal, Angelo Salatino, Francesco Osborne et al. · arXiv.org · 0 citations