Dane M BellCottonwood, AZ
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Cottonwood, AZ
Branson, MO
Tucson, AZ
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Us Patents
Methods For Extracting And Assessing Information From Literature Documents
US Patent:
2018026, Sep 13, 2018
Filed:
Mar 13, 2018
Appl. No.:
15/920170
Inventors:
- Tucson AZ, US
Marco A. Valenzuela Escarcega - Tucson AZ, US
Gustave Hahn-Powell - Tucson AZ, US
Dane Bell - Tucson AZ, US
Thomas Hicks - Tucson AZ, US
Enrique Noriega - Tucson AZ, US
Clayton Morrison - Tucson AZ, US
Marco A. Valenzuela Escarcega - Tucson AZ, US
Gustave Hahn-Powell - Tucson AZ, US
Dane Bell - Tucson AZ, US
Thomas Hicks - Tucson AZ, US
Enrique Noriega - Tucson AZ, US
Clayton Morrison - Tucson AZ, US
International Classification:
G06F 17/30
G06N 5/02
G06N 5/02
Abstract:
A machine reading system is described herein that includes a framework in which grammar rules can be developed using a concise language that combines syntax and semantics. The resulting technology thus reduces the development time for new grammars in a new domain. An enormous amount of information appears in the form of natural language across millions of academic papers and other literature sources. For example, in the biological domain, there is a tremendous ongoing effort to extract individual chemical interactions from these texts, but these interactions are only isolated fragments of larger causal mechanisms such as protein signaling pathways. The proposed rule-based event extraction framework can model underlying syntactic representations of events in order to extract signaling pathway fragments. Though application to the biomedical domain is herein described, the framework is domain-independent and is expressive enough to capture most complex events annotated by domain experts.
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