Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes

no code implementations • 29 Jan 2023 • Vahan Arsenyan, Spartak Bughdaryan, Fadi Shaya, Kent Small, Davit Shahnazaryan

The automatic construction of knowledge graphs (KGs) is an important research area in medicine, with far-reaching applications spanning drug discovery and clinical trial design.

Decoder Drug Discovery +3

Contextual Causal Bayesian Optimisation

no code implementations • 29 Jan 2023 • Vahan Arsenyan, Antoine Grosnit, Haitham Bou-Ammar

Causal Bayesian optimisation (CaBO) combines causality with Bayesian optimisation (BO) and shows that there are situations where the optimal reward is not achievable if causal knowledge is ignored.

Bayesian Optimisation Multi-Armed Bandits