A new hand-annotated corpus for oxygen reduction reaction catalysts, FC-CoMIcs, lets fine-tuned PubMedBERT and MatSciBERT extract entities (F1 up to 82.19%) and relations (F1 up to 66.10%) from fuel cell literature.
15:10600-10611, The Royal Society of Chemistry, 2024
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Extracting ORR Catalyst Information for Fuel Cell from Scientific Literature
A new hand-annotated corpus for oxygen reduction reaction catalysts, FC-CoMIcs, lets fine-tuned PubMedBERT and MatSciBERT extract entities (F1 up to 82.19%) and relations (F1 up to 66.10%) from fuel cell literature.