PMC:7799291 / 4822-5501 JSONTXT

{"target":"http://pubannotation.org/docs/sourcedb/PMC/sourceid/7799291","sourcedb":"PMC","sourceid":"7799291","source_url":"https://www.ncbi.nlm.nih.gov/pmc/7799291","text":"Figure 1 illustrates how a text mining practitioner might approach developing a system to address information overload for researchers. Unfortunately, the process of corpus construction, data enrichment, model development, evaluation and eventual deployment can take months or years, which is unacceptable during a public health crisis. In the current situation, public corpora help to remove the burden of corpus creation, while shared community annotations contribute to addressing the challenges of data enrichment and annotation. Finally, shared tasks help to promote faster iteration of this process by centralizing evaluation and also serving as a source of annotated data.","tracks":[]}