15 citations · 22 across the 7 of their papers we have counts for
3 papers · 1 filter
SnapToGrid: From Statistical to Interpretable Models for Biomedical Information Extraction
Marco A. Valenzuela-Escarcega, Gus Hahn-Powell, Dane Bell +1
We propose an approach for biomedical information extraction that marries the advantages of machine learning models, e.g., learning directly from data, with the benefits of rule-ba…
This before That: Causal Precedence in the Biomedical Domain
Gus Hahn-Powell, Dane Bell, Marco A. Valenzuela-Escárcega +1
Causal precedence between biochemical interactions is crucial in the biomedical domain, because it transforms collections of individual interactions, e.g., bindings and phosphoryla…
Sieve-based Coreference Resolution in the Biomedical Domain
Dane Bell, Gus Hahn-Powell, Marco A. Valenzuela-Escárcega +1
We describe challenges and advantages unique to coreference resolution in the biomedical domain, and a sieve-based architecture that leverages domain knowledge for both entity and…