Combining dictionary- and rule-based approximate entity linking with tuned BioBERT
Ghadeer Mobasher, Lukrécia Mertová, Sucheta Ghosh, Olga Krebs, Bettina Heinlein, Wolfgang Müller
The paper describes a two-stage approach combining fine-tuned BioBERT for chemical entity recognition with semantic approximate search in MeSH and PubChem for entity linking, addressing challenges in chemical text-mining.
bioRxiv · Nov 9, 2021 · PreprintBioinformatics